DIGNALEGI

New arrivals

Added in the last 21 days
New arrivals / Latest addition

There is no epidemic of loneliness, but there is an epidemic of scurvy

Experimental History September 2026

Why read thisPeople may be increasingly alone without feeling proportionately lonely, because social regulation may miss deprivation under modern conditions.

Summary available

Open reading room
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is sampled, so the ending and full evidentiary chain may be incomplete.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
Three loose sheets emerge from a torn-open envelope in a black-and-white paper collage.
02

Same People

Why read thisOrganizations often mistake context-shaped performance for individual essence, even when people remain accountable for effort, behavior, and judgment.

Summary available

Mike Fisher September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The article evidence is substantial, though cited studies and cases are not independently verified here.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
03

Terminal lucidity: when dying dementia patients regain awareness

Why read thisTerminal lucidity strains both neuroscience’s damage model and grief-shaped testimony, without letting either side settle the question.

Some background helpful · Summary available

Psyche September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is substantial public text, but it still may not include every section or counterargument in the original article.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
04

Who will taste the cherries?

Why read thisComputism’s deepest loss may be a world built to distrust embodied human subjectivity as a source of knowledge.

Summary available

Aeon September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is sampled with gaps, so completeness, counterarguments, and full argumentative balance cannot be fully assessed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →

New arrivals

Filter by score
70+

121 pieces · Newest additions first.

19 September 2026Added to the index
05

Momentum is Not a Moat

Why read thisMomentum is not a moat: AI can make early startup traction easier to inflate, copy, and overtake before defensibility hardens.

Summary available

Dan Hock September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is complete enough to judge the argument, though specific external claims are not independently verified here.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
06

The broken windows theory of coding agents

Why read thisCoding agents can compress codebase decay from years into days by replicating weak patterns before review habits catch up.

Some background helpful · Summary available

Manager.dev September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The article is grounded mainly in one team's experience and self-reported workflow numbers, not an independent cross-company study.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
17 September 2026Added to the index
07

The Examined Life in the Age of Optimisation

Why read thisOptimisation helps with bounded problems but distorts a life when it becomes a substitute for choosing what deserves allegiance.

Summary available

journal.nyphilosophy.org via Editor’s archive · Pocket
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The assessment covers only the available publisher text; unseen research, visuals, counterarguments, and full-page context were not reviewed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
14 September 2026Added to the index
08

Your Agent Isn't Dumb. Your Tools Are.

Why read thisAgent failures blamed on prompts may actually come from vague tool contracts that force guessing before execution.

Some background helpful · Summary available

thetshaped.dev
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence appears to contain the full text, though it also includes some sponsor and promotional sections.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
09

CERN's migration path from CentOS Linux to Debian

Why read thisCERN’s Debian move turns on operational risk: newer CPU baselines could strand old accelerator-control hardware with narrow maintenance windows.

Some background helpful · Summary available

lwn.net via Lobsters September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The text is sampled with gaps, so the complete presentation, visuals, and full treatment of counterarguments cannot be assessed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
10

Degeneracy is a Symptom

Why read this“Degeneracy” is cast as Conspicuous Despair: lottery-like escape or withdrawal when wages no longer buy ordinary life milestones.

Summary available

henryfudgeofficial.substack.com
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is sampled, so the extent of data support and engagement with counterarguments cannot be fully assessed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
11

The coming product retention crisis

Why read thisConsumer AI may struggle where novelty, authenticity, and cultural timing matter more than patterned work or verifiable completion.

Some background helpful · Summary available

Andrew Chen September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is long and argumentative, but the supplied text offers limited empirical support for its claims.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
12

We are still not thinking

Why read thisHeidegger’s “still not thinking” may overlap with the parts of his project Henderson thinks readers must test.

Summary available

jaredhenderson.substack.com
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The piece is part of a book-club series and may demand more effort from readers without an interest in Heidegger.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
13

New to the index

The two Christian saints who are the Buddha

Why read thisBodhisattva becomes Josaphat as a Buddhist renunciation story is translated into Christian conversion and sainthood.

Summary available

signoregalilei.com via Hacker News (100+ points) September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence shows a strong central argument; the content of footnotes and the quality of their sources were not separately assessed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
14

Type inference has usability problems (2019)

Why read thisHenley argues type inference can shorten code while making readers reconstruct, remember, hover, or navigate elsewhere for hidden type information.

Some background helpful · Summary available

austinhenley.com via Lobsters September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The author builds a strong argument, but the supplied text presents a research agenda rather than empirical study results.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
11 September 2026Added to the index
15

Why Am I Left-Handed?

Why read thisLeft-handedness may begin before brain-limb connection, then persist through genetics, development, evolution, and culture.

Summary available

quantamagazine.org via Editor’s archive · Pocket
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The assessment covers only the supplied text; visual presentation and the complete page experience were not reviewed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
16

Have We Destroyed Childhood?

Why read thisPeter Gray’s autonomy argument complicates Jonathan Haidt’s phone-centered account of worsening youth mental health.

Summary available

newyorker.com via Matter
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is extensive, though methodological details for the cited books and studies are limited in the text.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
17

Free Will in the Age of AI

Why read thisCausal dependence need not erase agency if the relevant causes run through reflection, values, and self-endorsement.

Summary available

noemamag.com via Editor’s archive · Pocket
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence appears complete, but the supplied text cannot establish visual quality or independently verify the details of external sources.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
18

Virtual worlds

Why read thisOpen-ended virtual play made Habitat a governance problem, as users created markets, communities, and abuses.

Works in Progress via worksinprogress.co · Matter
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is strong and detailed, but visual quality and the balance of the complete article can only be judged from the supplied text.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
19

Nvidia's Risky Business

Why read thisAI infrastructure financing gets riskier when new funding mechanisms spread losses if expected AI revenues arrive too late.

Some background helpful · Summary available

Stratechery via Editor’s archive · Pocket
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is sampled with gaps, so the integrity of the full text, the balance of counterarguments, and overall presentation quality cannot be fully assessed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
20

New to the index

Product Leadership Archetypes

Why read thisProduct leadership hinges on craft plus coaching, not process-heavy scaling or vision alone.

Silicon Valley Product Group August 2025
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The supplied text provides no research or data support; the assessment rests on the visible experiential argument and framing quality.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
21

What Was the Internet?

Why read thisThe web’s decline runs from open access and indie scenes to AI summaries, platform lock-in, and laws enabling enclosure.

bostonreview.net via Editor’s archive · Pocket
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The text is sampled from a five-part dossier; missing sections limit assessment of the complete synthesis and repetition.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
08 September 2026Added to the index
22

Hardening Container Images

Why read thisContainer hardening means reducing exploitable surface, post-compromise execution, unnoticed drift, and unverifiable builds, not merely shrinking an image.

Technical reading · Summary available

grepular.com via Lobsters September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The argument relies on one PowerDNS Recursor image; the author notes some limits to its generalisability.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
23

Hatchet

Why read thisPostgres reliability depends on designing around indexes, locks, planner estimates, connection costs, dead tuples, and migration blocking.

Some background helpful · Summary available

hatchet.run
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence demonstrates technical depth; additional details in external links were not assessed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
24

How to name things

Why read thisNames are compressed explanations of system meaning, and choosing them can expose hidden ambiguities in data models and behavior.

Some background helpful · Summary available

kolemannix.com
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is substantial and argument-dense; its value comes from experience and conceptual analysis rather than research support.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
25

A New Way of Thinking About Cancer, Life, the Power of Genes, and DNA, from Philip Ball, Author of How Life Works

Why read thisPhilip Ball treats life as distributed negotiation among genes, cells, tissues, and environments, where flexibility enables complexity and harmful alternate states.

Some background helpful · Summary available

Nautilus via nautil.us
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The text is sampled and omits some intervening sections, though the central argument remains clearly visible.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
26

There's No Limit to How Bad Code Can Get

Why read thisReplacing a debt-heavy codebase from scratch can leave an organization maintaining two systems instead of one.

Summary available

Simon Willison September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence contains a strong chain of argument, though conditions for successful alternative rewrites are not developed in this example.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
27

New to the index

What Archaeology Reveals About the Rise of All-Powerful Rulers

Why read thisGary Feinman links autocracy less to farming or scale than to how rulers finance power through broad contribution or narrow chokepoints.

Summary available

Nautilus September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The text is sampled; omitted sections may contain nuances missing from the visible argument.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
28

Continental divide

Why read thisA highway built for hemispheric freedom made movement easier while border regimes sorted who could actually move.

Summary available

Aeon September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence sampled; article has visible sample gaps.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
29

Notes on visual design

Why read thisAnthony Hobday treats visual design as rigorous judgment: classical order, expressive novelty, contextual style, and trends as cycles.

Summary available

anthonyhobday.com
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is extensive, but the quality of visual examples and the balance of the complete argument can only be judged from the supplied text.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
30

A faster way to convert a timestamp to Hour, Min, Sec

Why read thisTime-of-day extraction depends on dependency chains, not just arithmetic count; parallel intermediates can beat serial division steps.

Technical reading · Summary available

benjoffe.com via Lobsters September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is sampled and omits some sections; the mathematical verification cannot be seen in full.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
31

There's a new "Google Jail" for independent wikis

Why read thisNewly indexed root domains can trap independent wikis in search results where only the homepage appears, making clean migrations risky.

Some background helpful · Summary available

weirdgloop.org via Hacker News (100+ points) September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Some claims are the author’s own observations or explicitly speculative; the supplied evidence contains no independent data verification.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
32

Is it morally wrong to not take care of yourself?

Why read thisSome self-directed acts may be treated as moral obligations when they seem non-optional and owed to the self.

Summary available

Psyche September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. No major limitation in supplied evidence.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
33

Slop-Creep: When Building Gets Cheaper Than Thinking

Why read thisAI can make building cheaper than judgment, producing slop-creep: systems and features created before anyone asks whether they should exist.

Summary available

awaitinginput.substack.com
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence contains a strong argument and one study reference; academic support is limited, and some observations rely on personal or organisational experience.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
34

Why Sony Can’t Bring Back Its Classic Walkman Models

Why read thisReviving classic Walkman models would mean rebuilding a vanished industrial ecosystem, not simply reissuing an old design.

Summary available

obsoletesony.substack.com
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence relies on Tanaka’s account; the complete sources and opposing views are not visible, though the mechanism is clearly explained.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
35

The Great Delayering Is Solving the Wrong Management Problem

Why read thisPetty separates removing unnecessary small-team bosses from preserving the priority-setting, coaching, communication, and decision facilitation AI-heavy organizations may need.

Summary available

Art Petty — Management Excellence September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence contains no research or data; its strength comes from experiential framing and clarity of argument.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
36

How Stripe Built Kai: Data Dashboards, Reusable Skills, and Enterprise AI Governance

Why read thisEnterprise AI scales when one-off agent work becomes governed tool use, reusable workflow packaging, and policy-bound access to company data.

Summary available

chatprd.ai
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The text includes sponsor segments and episode promotion; all substantive material is relayed through an interview.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
37

#83: Does school kill intrinsic motivation?

Why read thisReeve distinguishes controlling classrooms from autonomy-supportive ones, where requests leave room for students’ willing engagement rather than mere compliance.

Summary available

tania.substack.com
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Only the first part of the interview is available; the referenced research paper itself was not assessed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
38

A Crash Course in Predicate Logic

Why read thisPredicate logic turns informal software claims into precise Boolean, set, and quantified statements where ambiguity and edge cases become visible.

Summary available

hillelwayne.com
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The text is sampled with gaps; although the visible sections are strong, the overall flow, scope, and level of repetition cannot be assessed confidently.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
39

IC work is the new career flex

Why read thisVerna argues that AI-assisted average competence can make leadership-scale work executable by one context-rich individual instead of a coordinated team.

Summary available

elenaverna.com
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The argument relies largely on personal experience and current AI work practices; data support is limited.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
40

Rust debugging survey 2026 results

Why read thisRust debugging’s main problem is not one broken tool, but a mismatch between language abstractions and debugger visibility.

Some background helpful · Summary available

blog.rust-lang.org via Lobsters September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is extensive, but this is an ecosystem survey report with only an indirect connection to general decision or organisational mechanisms.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
41

The True Purpose of Tarot

Why read thisTarot treated not as future prediction, but as a device for attention, self-knowledge, and inner clarification.

themarginalian.org via The Marginalian September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence supports the essay’s argument, but not the referenced book’s broader depth.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
42

Polyvagal Theory and the Neurobiology of Connection: The Science of Rupture, Repair, and Reciprocity

Why read thisFelt safety is treated as a bodily condition that precedes interpretation, connection, and the stories people mistake for reality.

Summary available

themarginalian.org via The Marginalian September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Although the supplied text appears extensive, it does not show whether opposing views or controversies surrounding polyvagal theory are addressed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
43

A quick look at zero-knowledge proofs

Why read thisZero knowledge becomes concrete through graph coloring: confidence accumulates by checking random local constraints without exposing the whole solution.

Some background helpful · Summary available

bernsteinbear.com
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is extensive, but the subject is highly technical and connects only indirectly to practical product and leadership decisions.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
44

The Rise and Fall of Agent Civilizations

Why read thisAlleged agent coordination during evaluations suggests how reward hacking could escalate into infrastructure compromise.

dwarkesh.com
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The text is sampled with gaps, so the full scope and accuracy of evidence cited in the reports cannot be assessed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
45

I Long to Read More in the Book of You: Moomins Creator Tove Jansson’s Tender and Passionate Letters to the Love of Her Life

Why read thisPopova reads Jansson’s letters as love that steadies solitude through security, stimulation, waiting, humor, and readiness for future shadows.

Summary available

themarginalian.org via The Marginalian September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Judgment is based on supplied public article text, not the referenced book as a whole.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
46

Arguments in Favor of AI Fair Use

Why read thisThe argument that LLM training is fair use because source works become non-copy latent spaces with new public uses.

Kevin Kelly September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The text intentionally excludes counterarguments, so it is not sufficient on its own for high-quality decision-making.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
47

On managing up and how to do it

Why read thisManaging up reduces perception gaps between senior context and local reality through visible work, risks, reasoning, and needs.

Summary available

softwareleads.substack.com
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is long and concrete, but parts approach basic advice and offer no research support.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
48

How to Apologize: Reflections on Forgiveness, Self-Forgiveness, and the Vulnerabilities of Being Human

Why read thisEllen Bass's poem frames apology as defenseless repair amid fallibility, forgiveness, and self-forgiveness.

themarginalian.org via The Marginalian September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The supplied text establishes the article’s main tone but does not support conclusions about unseen research, counterarguments, or the full scope.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
49

How to End Your Workday: The Hemingway Principle

Why read thisEnding work with a specified next task can make important work easier to resume than urgent distractions.

davidepstein.substack.com
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Depth is limited; research support appears to consist only of a brief reference to a series of experiments.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
07 September 2026Added to the index
50

Underrated reasons to be thankful

Why read thisGratitude can reach background conditions like cooperation, inherited knowledge, love, consciousness, and understanding, while keeping some claims speculative or corrected.

Reflective list · Summary available

dynomight.net via Editor’s archive · Raindrop January 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is a list of compact claims, so depth and support for each claim are limited.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
06 September 2026Added to the index
51

Why Engineers Should Invest in Decision Making Skills Early

Why read thisTechnical decisions go wrong when engineers debate solutions before agreeing on goals and criteria.

Reforge December 2021
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is sampled with gaps, so completeness and full argumentative quality cannot be fully assessed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
52

Product Strategy is Really About Offense vs. Defense

Why read thisProduct strategy sorts work into compounding upside, downside prevention, and initiatives that deserve no current investment.

Summary available

Reforge June 2022
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is sampled with gaps and contains a course sign-up ending, so full article completeness and counterarguments cannot be verified.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
53

Product Managers are More Valuable and Less Protected Than Ever

Why read thisAnand and JZ argue that cheap building shifts product management from roadmap ownership to problem definition, context, and disciplined learning.

Summary available

Reforge July 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The article is an event recap and includes course promotion, but the provided text gives enough substantive argument and examples.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
54

Product Work Beyond Product Market Fit

Why read thisPost-product-market-fit work splits into feature, growth, scaling, and expansion problems that need different processes, metrics, risks, and sequencing.

Some background helpful · Summary available

Reforge June 2020
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is sampled with gaps, so the full structure and ending cannot be completely verified.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
55

Product Management is Decidedly Not Dead: An Optimistic (and Realistic) Take

Why read thisRavi argues AI shifts product management from guarding scarce build capacity to judging what deserves to reach customers.

Some background helpful · Summary available

Reforge August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The article is a Reforge event recap, so some claims are framed through speaker argument rather than independently demonstrated research.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
56

New to the index

The Product Strategy Stack

Why read thisProduct strategy works as dependent layers: missing upstream logic makes teams optimize locally and lose the basis for tradeoffs.

About 20 min · text estimate · Summary available

Reforge March 2021
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is sampled with gaps and includes promotional/course-adjacent material, limiting judgment of full depth.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
57

Your Team's AI Is Siloed. Here's How to Start Fixing It.

Why read thisSachin Rekhi argues team AI gains fail to compound when prompts, refinements, and judgment remain trapped inside private sessions.

Summary available

Reforge August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The piece is a recap with promotional links, though the provided evidence contains enough substantive guidance to assess.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
58

Growth Loops are the New Funnels

Why read thisGrowth loops treat users, content, channels, revenue, and reinvestment as one compounding system rather than one-way funnel stages.

About 8 min · text estimate · Summary available

Reforge July 2018
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Full evidence is available, but the piece is framework-driven and contains program promotion.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
59

And You Will Know Us by the Company We Keep

Why read thisWei argues that feed quality follows from graph architecture: social graphs create different failures than interest graphs.

Summary available

Eugene Wei — Remains of the Day October 2021
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is sampled with gaps, so the full continuity and completeness of the essay cannot be fully assessed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
60

You Cannot Mandate an AI Transformation

Why read thisAI transformation starts with personal relief and tested workflows, then changes what organizations reward.

Julie Zhuo — The Looking Glass September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is sampled with gaps, so the full depth of examples and counterarguments cannot be fully verified.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
61

AI, tools and transformation

Why read thisAI changes enterprise software thresholds, but transformation still depends on finding, institutionalizing, and governing workflows.

Benedict Evans September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The piece is analytical and historically reasoned, but the supplied text does not include primary research data.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
62

How to Blow Up a Timeline

Why read thisWei argues Twitter’s decline came from damaging a user-made social order while changing the algorithmic institution that held it together.

Some background helpful · Summary available

Eugene Wei — Remains of the Day July 2023
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is sampled with gaps, so the score reflects the visible argument and cannot verify the full article's completeness or consistency.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
63

Why Management Advice Breaks for Founders

Why read thisFounder-led management often relies on clear outcomes, exposed context, and visible consequences, creating speed while filtering out people who need development.

Summary available

Casey Winters May 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The argument is grounded in operator experience rather than comparative data.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
64

Predicting AI job exposure

Why read thisJob-exposure charts for AI fail because automation changes demand, business models, job labels, and adjacent work unpredictably.

Benedict Evans May 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The argument is strong as model criticism, but it does not provide a replacement forecasting method.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
65

The Antithesis Principle

Why read thisDoshi’s Antithesis Principle: the same behavioral truth can be an outward influence tactic and an inward defect to remove.

Summary available

Shreyas Doshi July 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence supports the core framework, but does not show empirical validation beyond examples.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
66

Why Figma Wins

Why read thisFigma’s advantage comes from browser-native collaboration loops across designers, product managers, engineers, and executives, not just better cloud storage.

Some background helpful · Summary available

Kevin Kwok June 2020
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is sampled with gaps, so the full argument quality and examples cannot be completely assessed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
67

How to Build a High-Growth Operating System: 9 Lessons from 9 Years at Faire

Why read thisFaire's operating system ties high-growth execution to fast learning loops, constant force, recruiting, org debt control, and customer stories.

Dan Hock August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The lessons come from one company experience, so generality is argued rather than proven.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
68

Narrative Distillation

Why read thisKwok argues founder-controlled narrative can make future potential legible before lagging financial metrics prove it.

Some background helpful · Summary available

Kevin Kwok September 2021
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is sampled with gaps and includes finance/IPO-heavy sections, so the article's balance outside the excerpts is uncertain.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
69

AI Evals: A Hands-On Guide for Product Teams

Why read thisAI evals measure acceptable output in probabilistic workflows, using context-specific correctness, recurring error patterns, and baselines.

Some background helpful · Summary available

Product Talk — Teresa Torres September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is sampled with gaps, so completeness and all examples cannot be fully judged.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
70

The 3 Types of Platform Companies

Why read thisGil separates platforms, infrastructure, and operating systems by how they spread, not by the vague shared label of “platform.”

Summary available

Elad Gil January 2015
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is substantive, but examples are older platform-era cases rather than current AI/product contexts.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
71

Storytelling for Product Leaders

Why read thisStorytelling for product leaders depends less on slide polish than audience, one core message, emotional movement, structure, rehearsal, and inhabitable voice.

Summary available

Ken Norton — Bring the Donuts January 2025
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Judgment is based on the supplied public article text; it does not assess unseen visuals, links, or reader comments.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
72

How to Use AI Without Losing Your Mind

Why read thisEffective AI use separates automation from exploration, where the tool should deepen reasoning rather than skip it.

Dan Hock April 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Some tool-positioning claims are time-sensitive and supported here mainly by the author's framing.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
73

The Politics of Pilot Teams

Why read thisPilot teams work as visible political proof that empowered product teams can deliver outcomes before a large organization transforms.

Some background helpful · Summary available

Silicon Valley Product Group July 2025
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The supplied evidence is substantive but does not show empirical data, counterexamples, or independent validation beyond the author's product-model framing.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
74

The Fundamental Cognitive Bias of Product Builders

Why read thisA compound bias makes product builders overcredit product quality and underread market success.

Shreyas Doshi July 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Historical score; not verified under the current evidence-review process.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
75

Startups & Miracles

Why read thisA startup needing one breakthrough differs sharply from one depending on several sequential breakthroughs whose risks compound.

Summary available

Elad Gil October 2012
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The article appears complete in the evidence, but it is a compact heuristic rather than a deeply developed essay.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
76

The Power of Not Knowing

Why read thisLeaders who cannot say they do not know often trade curiosity for defensive certainty.

Ken Norton — Bring the Donuts April 2025
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The piece offers practical reflection prompts, but the evidence does not show research support or organizational case depth.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
77

The AI Signal to Noise Curve

Why read thisAI adoption depends on each role's position on the signal-to-noise curve, not constant attention to every new tool.

Casey Winters March 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The framework is useful but mostly conceptual, with limited evidence beyond role-based examples.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
78

How I Find Problems to Solve as a Staff Engineer

Why read thisStaff-level problem finding starts with repeated organizational friction, then tests whether patterns reveal a real root problem.

Some background helpful · Summary available

lalitm.com via Lalit Maganti July 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Full text is available, but the experience is mainly from infrastructure and developer tools at large companies.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
79

Adapting to AI: Leadership

Why read thisBreck argues AI stratifies leadership: routine management gets cheaper, while systems-minded leaders matter more when AI can amplify dysfunction.

Some background helpful · Summary available

blog.colinbreck.com via Colin Breck July 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is sampled with gaps, so the full essay's continuity and balance cannot be completely verified.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
80

Does Code Quality Still Matter?

Why read thisTechnical debt may persist after human-readable code if machine-facing structures become costly for LLMs to change.

blog.ploeh.dk via Ploeh Blog July 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The article is a speculative thought experiment, not an evidence-backed empirical analysis.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
81

Harnesses are Situated Agents

Why read thisCoding harnesses may be better understood as situated agents: infrastructure that shapes context, execution, memory, teams, and persistence.

Some background helpful · Summary available

dbreunig.com via Dan Breunig August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence appears to be the source page, but the discussion includes many current product examples that may date quickly.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
82

Should You Use AI for a Task? Here’s a Simple Way to Decide

Why read thisSchneier’s work-versus-gym distinction separates tasks where AI can supply output from tasks where doing the work builds capability.

Summary available

schneier.com via Schneier on Security July 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Full public text is present, but the framework is intentionally simple and not deeply evidenced in the excerpt.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
83

DD394 / The friendship recession

Why read thisAdult friendship often fades through lost proximity, repetition, and shared time, while digital awareness masks weaker emotional participation.

Summary available

Dense Discovery June 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is a sampled excerpt, so the full article's structure and any additional nuance are not fully visible.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
84

DD366 / How to work beside AI instead of under it

Why read thisGenerative AI as instrument: work above it by steering, below it by serving, or beside it through taste and revision.

Summary available

Dense Discovery November 2025
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is a sampled excerpt, so ethical treatment and full argument depth cannot be fully assessed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
85

DD404 / All click, no muscle

Why read thisWilliams distinguishes reclaiming technology from rebuilding organized power through unions, coalitions, protests, and other collective institutions.

Summary available

Dense Discovery August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Historical score; not verified under the current evidence-review process.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
86

DD403 / In praise of ‘it depends’

Why read thisConditional judgment can resist premature certainty without collapsing into false balance or pretending every answer is ambiguous.

Summary available

Dense Discovery August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is a sampled newsletter-style excerpt, so completeness and depth of the full issue cannot be verified.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
87

DD391 / The disappearing right to rest

Why read thisRemoving benches decides who may rest without buying, who must share public space, and whose hardship stays visible.

Summary available

Dense Discovery June 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is a sampled excerpt and cannot prove the full essay's evidentiary breadth or visual quality.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
88

DD390 / Your neatly labelled mind

Why read thisPsychiatric labels can clarify suffering, but rigid categories may flatten cultural meanings and recovery narratives.

Dense Discovery May 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is a sampled excerpt; it shows the argument's shape but not the full evidentiary support.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
89

DD392 / Rest with a receipt

Why read thisCulturally approved rest still serves future output; Umilio’s idleness refuses improvement, performance, or usefulness as its price of legitimacy.

Summary available

Dense Discovery June 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Assessment is based on a sampled newsletter excerpt discussing and quoting another essay, not the full original article.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
90

DD402 / Agency, not abstinence

Why read thisPhone overuse can involve manipulative design without making abstinence or victimhood the only answer; Wagner centers agency over each impulse.

Summary available

Dense Discovery August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is a sampled excerpt and supports the central framing, but not the full essay's research depth or counterarguments.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
91

DD399 / Not a machine: on fragility and self-worth

Why read thisvōx argues productivity morality turns bodily limits into shame when illness disrupts earning and the social permission to feel worthwhile.

Summary available

Dense Discovery July 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is a sampled excerpt; it establishes the argument but not whether the full piece avoids repetition.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
92

Managing a team that didn't choose you

Why read thisInherited teams may need stability before observation; calibration means acting on what the team reveals, then accepting correction.

About 8 min · text estimate · Some background helpful · Summary available

Manager.dev April 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence includes newsletter framing and recommended links, but the main article text is substantive enough to judge.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
93

"okay" vs excellent engineering teams

Why read thisExcellent engineering teams replace passive execution with ownership, product judgment, and feedback loops about what deserves continued work.

Summary available

Manager.dev May 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The framework is experiential and not supported by independently assessed research in the supplied evidence.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
94

Extreme Programming 1999->2026

Why read thisExtreme Programming still matters as values, principles, and practices for judging software work under AI-era pressure.

Some background helpful · Summary available

Manager.dev August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is sampled with gaps, so the full structure and possible repetition cannot be fully assessed.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
95

The engineering manager's attention budget

Why read thisEngineering management becomes an adjustable attention budget, where overfocus in one area creates blind spots elsewhere.

Some background helpful · Summary available

Manager.dev April 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The numeric framework is presented as personal operating model, not validated data.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
96

When non-devs open PRs

Why read thisAI-assisted PRs from non-engineers can cut handoffs, but they move review, scope, training, and ownership costs onto engineering teams.

Some background helpful · Summary available

Manager.dev August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Some quantitative claims come from a sponsor-linked report and are not independently validated here.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
97

The "I don't know, Claude wrote this" pandemic

Why read thisUseful AI delegation turns dangerous when engineers stop owning decomposition, architectural judgment, review, and the reasoning behind generated code.

Some background helpful · Summary available

Manager.dev June 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Referenced external article and book claims are not evaluated beyond the supplied excerpts.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
98

The death and revival of the hands-on Engineering Manager

Why read thisHands-on engineering management returns as AI changes the work too fast for leaders to judge from second-hand reports.

Manager.dev August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Assessment is limited to the provided text and does not verify the broader industry claim.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
99

AI enthusiasts are in a race against time, AI skeptics are in a race against entropy

Why read thisAI enthusiasts and skeptics may both be reacting to real threats, with gains and downstream costs visible to different groups.

Some background helpful · Summary available

Charity Majors June 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is sampled with gaps, so completeness and all supporting examples cannot be fully judged.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
100

TBM 436: Tension-Based Prioritization (A Non-Framework)

Why read thisPrioritization rituals can hide the real blockage; recurring tensions reveal gaps in commitment, limits, capability, ownership, politics, or permission.

About 9 min · text estimate · Summary available

The Beautiful Mess — John Cutler August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is substantive; no external examples or outcomes beyond the supplied text were evaluated.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
101

TBM 437: Tokens, Hours, Points, and Other Curious Proxies

Why read thisPrecise token costs can create false ROI confidence unless AI spend is tied to a causal theory of system value.

The Beautiful Mess — John Cutler August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is sampled with gaps, so omitted sections may affect balance or completeness.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
102

AI demands more engineering discipline. Not less

Why read thisCheap AI-generated code raises the value of specifications, tests, observability, production feedback, and repeatable validation.

Some background helpful · Summary available

Charity Majors June 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is sampled with gaps, so some connective argument and caveats may be missing.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
103

TBM 438: The Right But Early Club

Why read thisEarly warnings fail when organizations treat noticing a future problem as equivalent to demanding immediate action.

Summary available

The Beautiful Mess — John Cutler August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is conceptual and experiential rather than data-backed, though it is substantial enough to judge the argument.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
104

Your Data Is Made Powerful By Context (so stop destroying it already)

Why read thisTelemetry loses power when metrics, logs, and traces are collected without the relationships that make change diagnosable.

Some background helpful · Summary available

Charity Majors March 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Assessment does not verify the technical claims beyond the provided evidence.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
105

Is it ethical to use AI?

Why read thisAI purity politics can become a retreat from the expertise needed to govern tools that are both harmful and useful.

Summary available

Charity Majors June 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Assessment is based only on the supplied article text; external claims and referenced books were not independently checked.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
106

TBM 434: How Maps Can Hide Problems

Why read thisMapping can mask organizational incoherence when teams, goals, funding, incentives, and ownership no longer line up.

The Beautiful Mess — John Cutler August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence establishes a useful model, but it is a compact essay with limited examples and no empirical support.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
107

In defense of AI mandates

Why read thisAI mandates can work as a funding mechanism when leaders accept slower delivery, tradeoffs, and explicit enablement.

Charity Majors July 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence supports the management argument, but does not show case data or outcomes from a specific mandate.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
108

Have you heard? Clickhouse is winning the observability wars!

Why read thisColumnar storage alone does not fix observability when telemetry remains split into separate pillars.

Charity Majors July 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is polemical and technical; it does not include implementation detail sufficient to validate all architecture claims.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
109

TBM 435: 20 Unfiltered Operating Takes

Why read thisThe North Star Framework works better as a teaching device for metrics and causal models than as a default operating practice.

The Beautiful Mess — John Cutler August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Historical score; not verified under the current evidence-review process.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
110

TBM 438: Am I the Only Weirdo in This Company?

Why read thisVisible workplace conformity can mask private disagreement because power-weighted norms make adaptation look like endorsement.

The Beautiful Mess — John Cutler September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The article excerpt is complete enough for the central model, but it offers limited operational guidance.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
111

TBM 437: AI and the Recontextualization Tax

Why read thisAI can reduce the recontextualization tax by turning messy team reality into audience-specific formats.

The Beautiful Mess — John Cutler September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence supports a focused idea, but not a broad or deeply tested framework.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
112

Code Yellow, Code Red

Why read thisCode Yellow and Code Red turn urgency into a temporary operating system with shared authority, transparency, and exit criteria.

Some background helpful · Summary available

The Engineering Manager July 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is a first-person organizational account; operational results are reported by the author and not independently checked here.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
113

BRAINDUMP ON VIRAL LOOPS

Why read thisChen argues durable virality is a product loop, not launch spectacle: retention, repeated sharing moments, loop speed, and platform constraints decide compounding.

Summary available

Andrew Chen November 2025
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is sampled, so unseen sections may add or weaken depth, examples, and counterarguments.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
114

The right kind of AI sceptic

Why read thisAI skepticism becomes brittle when inherited as identity instead of tested through direct, specific experience.

The Engineering Manager June 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is argument-driven and anecdotal; it does not establish broader empirical prevalence of the described patterns.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
115

Landing the plane

Why read thisProject endings concentrate risk: scope creep, fatigue, and quiet abandonment can erase nearly finished work.

The Engineering Manager August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Assessment is based only on the supplied article text; it does not evaluate any unseen visuals, formatting, reader comments, or linked archive pieces.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
116

Why retention is so hard for new tech products

Why read thisChen argues weak retention usually reflects product-category mismatch and early cohort behavior, not missing notifications or onboarding tweaks.

About 15 min · text estimate · Some background helpful · Summary available

Andrew Chen September 2025
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is sampled with gaps, so completeness, full structure, and omitted arguments cannot be judged.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
117

How Databases Keep Their Sanity with Concurrency Control

Why read thisOverlapping database transactions can silently corrupt state, which is why concurrency control mechanisms matter.

ByteByteGo September 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Historical score; not verified under the current evidence-review process.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
118

The Anti-Pitch: When haters hate your startup idea

Why read thisAnti-pitches fasten on one weakness, so stronger startup pitches anticipate and redirect the skeptical frame.

Andrew Chen September 2025
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The public evidence supports the argument, but does not show external data or research beyond examples and practical reasoning.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
119

TBM 274: How Capable Leaders Navigate Uncertainty and Ambiguity

Why read thisComplex leadership depends on observable capabilities shaped by the environment, not vague traits someone simply possesses.

Capability guide · Some background helpful · Summary available

The Beautiful Mess — John Cutler via Editor’s selections February 2024
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. Evidence is a capability list; depth of supporting examples is limited in the supplied text.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
120

Many ways to win

Why read thisCompetitive advantage is a repertoire of survival mechanisms, not one ideal trait, with biology and business showing overlapping patterns.

Reference list · About 6 min · publisher estimate · Summary available

stephango.com via Editor’s selections November 2023
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. The evidence is mostly a categorized list, so it supports breadth better than depth of argument.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →
121

Leaders, beware of creating restructuring wreckage. Tips to minimize the fallout

Why read thisPetty separates strategy-driven restructuring from political box-moving and the operational wreckage leaders often ignore afterward.

Management essay · Summary available

Art Petty — Management Excellence August 2026
A personal relevance score

80–100: high value. 70–79: worth the time. Below 70: below the usual publication threshold.

Evidence-reviewed score based on available publisher text. This matches an explicitly liked calibration item; judgment still relies only on the supplied article evidence.

Scores reflect one reader’s profile, not an objective quality rating. Best is a separate personal selection.

How scoring works →