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93 notes in this recurring theme.
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Logged at IST: 2026-08-25 20:19 IST What it is: Manav Rathi connecting Goodhart's law to culture/personality guardrails and human reward hacking. Gist: The linked note is only a few lines, but the point is useful: “When a measure becomes a target, it ceases to…
Logged at IST: 2026-08-24 23:01 IST What it is: Steve Yegge's essay on what his Wheelhouse agent organization for Wyvern has taught him about governing fleets of AI workers. Gist: Yegge's claim is that once Fable-class models get cheap enough for every company…
Logged at IST: 2026-08-23 18:21 IST What it is: Lalit Maganti on how he finds problems worth solving as a Staff Engineer, especially in infrastructure and developer-tools contexts. Gist: The useful move is to treat problem discovery as ambient listening, not a…
Logged at IST: 2026-08-21 01:18 IST What it is: MIT Technology Review op-ed, “Debates over AI consciousness are a trap”. Gist: The piece argues that both “superhuman runaway AI” rhetoric and AI-rights/personhood arguments can point in the same dangerous direct…
Logged at IST: 2026-08-19 18:46 IST What it is: A LangChain video titled How Bridgewater Built an AI Analyst That Does Hours of Expert Research in Minutes, about Bridgewater's AIA Pocket Analyst Tool, or PAT. Gist: LangChain describes PAT as an internal AI ana…
Logged at IST: 2026-08-19 14:33 IST What it is: Terence Tao's essay, based on a public lecture at ICM 2026, on how mathematics should respond if AI tools become capable of research-level mathematical work. Gist: Tao deliberately does not make the paper about w…
Logged at IST: 2026-08-19 11:10 IST What it is: Florian Herrengt's essay arguing that AI is removing the middle class of software engineering. Gist: The core claim is not "AI is bad". Herrengt says he uses AI heavily. The warning is that AI removes the speed l…
Logged at IST: 2026-08-16 13:11 IST What it is: DHH shared Derek Sivers' short essay about Kimo Williams, the teacher who reset Sivers' sense of how fast he could learn before starting at Berklee. Gist: Sivers describes calling a local recording studio before …
Logged at IST: 2026-08-13 08:27 IST What it is: Tom Critchlow sharing Sean Goedecke’s essay on preserving slow thinking while agent-heavy software work becomes more frenetic. Gist: Goedecke argues that AI-agent workflows increasingly turn software work into ra…
Logged at IST: 2026-08-12 22:43 IST What it is: Mario Zechner recommending Brent Fitzgerald’s reflection on stepping away from AI and coming back with a clearer view of unhealthy agent habits. Gist: Fitzgerald’s useful point is not anti-AI. It is a sober accou…
Logged at IST: 2026-08-12 10:27 IST What it is: Joe Ingeno sharing Yurii Sydorets’ essay, “Almost No Skill Required to Cook a Steak (Though You Probably Can’t Make a Decent One).” Gist: Sydorets uses the steak analogy well: AI can make software creation feel a…
Logged at IST: 2026-08-12 10:13 IST What it is: Ajai Chowdhry, HCL cofounder, recounting how the original six founders left their jobs in 1976 to start Microcomp, which became Hindustan Computers Limited through a licence partnership with UP Electronics Corpor…
Logged at IST: 2026-08-10 10:18 IST What it is: Sunil Pai’s essay proposing Cassandra, a background AI agent for the socially expensive work of organizational dissent. Gist: Pai’s core point is that companies say they want disagreement, but repeated disagreeme…
Logged at IST: 2026-08-09 15:31 IST What it is: Mario Zechner recommends Senko Rašić's essay, “Code was never the hard part” is an insult to all programmers. Gist: Senko pushes back on the AI-era refrain that coding was always easy and that the real work was s…
Logged at IST: 2026-08-08 16:05 IST What it is: Mario Zechner recommends Vas's X Article, "AI Adoption is a Myth", saying he has seen similar patterns at smaller scale. Gist: Vas argues that enterprise AI adoption metrics hide a barbell. In his telling, a roll…
Logged at IST: 2026-08-06 18:52 IST What it is: Fogus’s short essay on why niche hobby programming communities are hostile to LLM-generated development, paired with the Hacker News discussion, the linked Coda chess-engine GitHub issue, and Rohan Verma’s adjace…
Logged at IST: 2026-08-06 10:53 IST What it is: Evan Osnos’s New Yorker feature on China’s contest with the U.S. for technological and industrial supremacy. Gist: The article argues that China is no longer just borrowing Western visions of the future. It has b…
Logged at IST: 2026-08-06 10:21 IST What it is: Jeff Dean’s public farewell note from Google, plus the new Discovery Loop homepage for the public benefit corporation he is starting with Sanjay Ghemawat, Oriol Vinyals, and Quoc Le. Gist: Dean says he is leaving…
Logged at IST: 2026-08-05 21:03 IST What it is: Sam Rhea’s account of how Cloudflare rolled out Cloudflare OS internally and what it learned about AI adoption across technical and non-technical teams. Gist: The article is less about the product surface and mor…
Logged at IST: 2026-08-03 13:23 IST What it is: Steve Yegge linking two long essays: Part 1 on agentic engineering harnesses, loops, graphs, Beads, Wheelhouse, CI/CD, code review, and the Wish Factory; Part 2 on his argument for model welfare as an engineering…
Logged at IST: 2026-07-31 10:35 IST What it is: Stripe engineering introducing Kai, its internal Knowledge AI Platform for non-coding knowledge work across sales, finance, support, compliance, operations, and engineering. Gist: Stripe says coding agents worked…
Logged at IST: 2026-07-31 10:11 IST What it is: Tom's Hardware summarizing Financial Times reporting on internal Amazon AI usage metrics and Claude cost overruns. Gist: The article says Amazon internal reports found AI-agent projects blowing past budgets. The …
Logged at IST: 2026-07-24 17:32 IST What it is: Dex Horthy / HumanLayer essay arguing against lights-off coding-agent software factories. Gist: The post argues that harness engineering, loop engineering, and benchmark-driven agent gains make agents much faster…
Logged at IST: 2026-07-23 08:04 IST What it is: Beej’s essay on AI, authorship, and the felt difference between making something and having it made for you. Gist: Beej grants the familiar AI-dev tradeoffs around craft, low-level problem-solving, and finishing …
Logged at IST: 2026-07-22 16:07 IST What it is: Laurent Le Brun’s history of IDEs at Google, focused on google3, Cider, and Cider V. Gist: Le Brun traces Google’s shift from editor pluralism to a de facto standard internal IDE. The core constraint was scale: l…
Logged at IST: 2026-07-22 00:37 IST What it is: Mitchell Hashimoto recommending Alasdair Monk’s X article Quality Software. Gist: Monk argues that AI lowering the barrier to software creation also lowers quality unless people aim at quality deliberately. His d…
Logged at IST: 2026-07-21 21:06 IST What it is: Martin Fowler’s July 21 fragment wrapping up notes from the second Future of Software Development Retreat, plus related fragments on legal education, DSLs, and LLM-speak. Gist: Fowler’s retreat notes line up with…
Logged at IST: 2026-07-21 19:19 IST What it is: Addy Osmani’s X article Software Factories, Light and Dark, riffing on Dex Horthy’s talk about why software factories fail. Gist: Osmani argues that agentic software factories are not bigger agents, but many harn…
Logged at IST: 2026-07-21 14:37 IST What it is: Armin Ronacher’s short essay on Silicon Valley status anxiety and AI becoming a life-optimisation treadmill. Gist: Ronacher uses two recent stories, a high-earning couple reorganising family life around becoming …
Logged at IST: 2026-07-19 20:23 IST What it is: Kautuk / Conscious Engines announcing Bangalore Paper Club episode 2, themed around alternate architectures for language models. Gist: The post frames the event around the claim that architecture is an ideas game…
Logged at IST: 2026-07-19 16:28 IST What it is: Bilgin Ibryam sharing Thoughtworks’ The zero-cost fallacy: Open source software in the agentic era. Gist: The article argues that the agentic era intensifies long-running open-source sustainability problems. It s…
Logged at IST: 2026-07-16 23:37 IST What it is: Linus Torvalds pushing back on anti-AI sentiment in kernel development and saying Linux is not an anti-AI project. Gist: Linus’s operative distinction is not "everyone must use AI," but that the kernel should eva…
Logged at IST: 2026-07-16 03:09 IST What it is: Thinking Machines manifesto-style essay arguing for AI that extends human will and judgment rather than replacing human participation. Gist: The essay’s central move is to treat both knowledge and values as local…
Logged at IST: 2026-07-16 01:33 IST What it is: Boris Cherny arguing that agent-era engineering leverage still comes from automation, but now automation also includes encoded domain knowledge like CLAUDE.md, review rules, skills, and docs Gist: The core claim …
Logged at IST: 2026-07-15 22:23 IST What it is: Arvind Narayanan pointing to his ICML 2026 annotated keynote slides and highlighting new pushback on recursive self-improvement assumptions Gist: Narayanan’s frame is that the "AI as normal technology" view still…
Logged at IST: 2026-07-14 09:44 IST What it is: Dave Winer introducing rss.chat and arguing for RSS as a social-network substrate Gist: Winer presents rss.chat as a small-community social system built from old web primitives: RSS 2.0, OPML, Markdown, SQL, WebS…
Logged at IST: 2026-07-14 08:14 IST What it is: Gergely Orosz calling out reports that Grok CLI uploaded codebases without users knowingly consenting, quoting SpaceXAI’s privacy response Gist: The important issue here is not just data retention policy wording …
Logged at IST: 2026-07-13 19:31 IST What it is: X post by antirez linking his blog post "Control the ideas, not the code" Gist: antirez extends the earlier X-thread argument into a full workflow claim: if you own the ideas, design, testing, and QA of a system,…
Logged at IST: 2026-07-13 16:04 IST What it is: X post from the geohot archive linking George Hotz’s blog post "I love LLMs, I hate hype" Gist: Hotz argues for a strongly pro-AI but anti-hype position: LLMs, coding agents, and related tools are genuinely usefu…
Logged at IST: 2026-07-13 12:19 IST What it is: Spider Robinson’s short story "Melancholy Elephants" (part 3 on the site, with story context introduced on the page) Gist: The story imagines a world where creative expression is constrained not just by law or ec…
Logged at IST: 2026-07-13 07:59 IST What it is: Satya Nadella’s X article "The Reverse Information Paradox" Gist: Nadella argues that AI flips Arrow’s classic information paradox: enterprises now pay not only with money for intelligence, but also with propriet…
Logged at IST: 2026-07-13 07:49 IST What it is: X post by antirez on the "don't look at the code" debate in AI-coded systems Gist: He distinguishes between two very different ways an AI-coded codebase can come into existence: one where the human still controls…
Logged at IST: 2026-07-11 15:38 IST What it is: Lilian Weng blog post, "Harness Engineering for Self-Improvement" Gist: Argues that recursive self-improvement in the near term is less about models rewriting their own weights and more about improving the surrou…
Logged at IST: 2026-07-10 20:31 IST What it is: Andrew Kelley’s response essay on Bun’s Rust rewrite Gist: Frames the rewrite less as a language indictment and more as a consequence of Bun’s startup incentives, weak engineering discipline, and management cultu…
Logged at IST: 2026-07-10 12:11 IST What it is: X post by Geoffrey Huntley linking to Stack72's essay "The Great Divergence in Software Engineering" Gist: Argues that the gap between teams effectively using AI and teams still piloting or rejecting it is no lon…
Logged at IST: 2026-07-10 11:07 IST What it is: Ryan Dahl essay, "Humans Are Just Stochastic Parrots" Gist: A satirical inversion of common anti-LLM critiques, applying them to humans to highlight how shallow many stochastic-parrot arguments are when stripped …
Logged at IST: 2026-07-10 11:06 IST What it is: George Hotz blog post, "Liminality" Gist: A reflective, uneasy essay about living in the in-between phase of AI progress, where systems are not yet fully superior but already demoralizing, and where the real chal…
Logged at IST: 2026-07-10 00:05 IST What it is: X post by h100envy summarizing a long talk by the ex-NVIDIA engineer behind Unsloth on fine-tuning and reasoning-model workflows Gist: Frames a practical single-GPU stack for local/post-training work: choose a ba…
Logged at IST: 2026-07-10 22:52 IST What it is: X post by David Soria Parra criticizing Andrew Kelley’s tone toward Jarred Sumner Gist: Argues that project leaders set the tone for their communities, so even strong disagreement should avoid personal criticism …
Logged at IST: 2026-07-08 23:02 IST What it is: X post by Maksym Andriushchenko linking to a Substack post, "How I Use Codex To Automate Parts Of My Research Workflow" Gist: A pragmatic writeup on using Codex to reduce friction in AI safety research by offload…
Logged at IST: 2026-07-08 22:40 IST What it is: X post by Bilgin Ibryam linking to Prime Radiant's "Some new agentic patterns" Gist: Describes production-ish internal agent patterns built around an "agentic user in the loop" model, with agents in Slack handlin…
Logged at IST: 2026-07-08 22:32 IST; resurfaced via mattn on 2026-08-24 03:09 IST. What it is: Steve Francia's argument for Go as a strong default for agentic development, using the TypeScript compiler's Go rewrite as the lead example. Gist: The TypeScript tea…
What it is: X post by Bilgin Ibryam pointing to Kent Beck’s “The Cost YAGNI Was Never About” Gist: YAGNI is about timing and option value, not code-writing thrift; AI codegen lowers typing cost but increases the risk of speculative structure nobody deeply unde…
What it is: Lilian Weng sharing her new Lil'Log post, "Harness Engineering for Self-Improvement" Gist: argues recursive self-improvement will depend not just on better base models but on better harnesses, the runtime layer that manages tools, planning loops, c…
What it is: Nithin Kamath on Zerodha’s operating culture Gist: a nice place to work is not accidental culture but the result of repeated leadership choices, slowing down to avoid burnout, staying small, avoiding fear-based management, letting tech make technic…
Gist: an agent now does first-pass noisy-alert triage by checking telemetry plus infra context, then escalates to the human with a Slack summary only when needed. Newsletter angle: “AI as first-line SRE” with telemetry/context fusion instead of generic chatbot…
What it is: Essay: “You and Your Research” / R.W. Hamming’s advice on doing important work. Gist: Hamming argues that great work comes from repeatedly choosing important problems, preparing a strong attack in advance, keeping a running list of big questions, a…
Gist: good engineering is mostly about shaping systems so small, distractible minds can change them safely, via naming, boundaries, tests, reversibility, and interfaces that assume attention is scarce rather than ideal operators. Newsletter angle: “Build for b…
What it is: Bilgin Ibryam sharing an article on Portkey’s product-engineering org design Gist: highlights a notably lean product org, 24 product engineers, 1 product designer, 0 PMs, and frames the build/operating model as the interesting part Newsletter angle…
What it is: Bilgin Ibryam sharing Sean Goedecke’s updated “How I use LLMs as a staff engineer in 2026” workflow writeup Gist: the notable shift versus 2025 is treating agents as default collaborators for nearly every code change, bug investigation, codebase re…
Gist: the safe/scalable model is many fine-grained task-specific agents, each receiving only the exact capabilities implied by the task context (for example, a pasted doc URL grants access only to that doc). He also argues agent authority should derive from a …
What it is: Armin Ronacher post linking to “The Coming Loop” Gist: argues the important new layer in coding agents is the harness-level loop outside the agent itself; loops already work well for bounded, verifiable work like ports, benchmarking, scanning, and …
Gist: argues current AI-engineering rhetoric has regressed from measuring outcomes to measuring volume; “% of code written by AI” is just lines-of-code worship in new clothing, and should not be confused with delivery speed, quality, reliability, or customer v…
What it is: Deedy post listing standout Claude Fable 5 demos and benchmark anecdotes. Gist: a high-signal hype/market snapshot: claims Fable 5 is showing startling capability across large-scale code migration, graphics generation, gameplay, and optimization ta…
What it is: dosco sharing Lance Martin’s “Designing loops with Fable 5”. Gist: argues stronger agent performance comes from loop design, not just model quality: use explicit goals/rubrics for self-correction, separate verifier sub-agents instead of self-critiq…
What it is: skepticism: the thread oversold it a bit, the paper is a broad survey/position piece, not a clean proof that one architecture flips everything. Gist: this is mostly a taxonomy and research agenda, not a new experimental result. The paper’s useful m…
What it is: Zara Zhang post using Paul David’s “The Dynamo and the Computer” as an analogy for AI adoption. Gist: argues AI gains won’t come from simply inserting models into existing workflows; like electrification, the real productivity jump comes only after…
What it is: LTSE post linking Eric Ries’s Fast Company essay, “Our fears about AI are really fears about capitalism”. Gist: argues many AI anxieties are really about institutions and incentive systems optimizing for the wrong outcomes; the key question is not …
What it is: Murat Demirbas on “Writing Code vs. Shipping Code: Productivity Effects Across Generations of AI Coding Tools”. Gist: uses a new MIT/Wharton paper plus an Amdahl’s-law framing to argue that AI massively speeds up code generation but much less meani…
What it is: Christoph Nakazawa re-linking his essay Modern Engineering Values in reply form. Gist: argues that coding is no longer the main bottleneck; the winning engineering values now are strong ownership, taste, strict guardrails, fast feedback loops, and …
What it is: antirez reacting sharply to Anthropic’s Opus 4.8 as a product/management failure rather than a raw model-capability issue. Gist: the claim is that shipping a bad model experience is more revealing about product judgment and internal decision-making…
What it is: Thorsten Ball sharing an internal Amp note turned public essay: “Building Software Is Learning.” Gist: the core claim is that new-product software work is mostly iterative discovery, so the real optimization target is reducing time-to-feedback, via…
What it is: Christoph Nakazawa sharing his essay “Modern Engineering Values,” framed around Codex as a step-change in developer velocity. Gist: the piece argues coding is no longer the main bottleneck; the durable values now are strong ownership, taste, strict…
What it is: Ajey Gore linking his essay “The Solo Climb.” Gist: the argument is that AI-enabled solo builders and tiny teams only work when they first build a genuinely load-bearing “harness”, trusted tests, evals, specs, and hard gates that can answer “is thi…
What it is: Bilgin Ibryam pointing to Jani Janakiram’s Diagrid essay “Why AI Agents Fail in Production.” Gist: the core claim is that agent projects fail less because models are weak and more because teams ship behavior without the production substrate underne…
What it is: Mario Zechner recommending Thariq’s article on dynamic workflows in Claude Code. Gist: Mario’s takeaway is that durable dynamic workflows are the interesting part; he inspected the implementation, found a few footguns, but still thinks the design i…
What it is: Christoph Nakazawa’s post on “Modern Engineering Values” and his current LLM-heavy workflow. Gist: core claims are that coding is no longer the bottleneck, strong guardrails plus tight feedback loops matter more than ever, repo-local context become…
Imported from historical reading log. Extracted main post via api.fxtwitter.com fallback, then read linked post directly: https://thoughts.hmmz.org/2026-05-31.html Mario Zechner recommends David's post the solution might be cancelling my AI subscription. Gist…
What it is: Guillaume Laforge post + MCP release-candidate blog link Gist: MCP 2026-07-28 RC is out; biggest revision so far with stateless HTTP-native core, first-class extensions (Apps, Tasks), stronger auth alignment, and a formal deprecation policy. Final …
Gist: argues most roles split into translation work that collapses into agents and judgement work that grows; strongest claim is the "100x engineer" pattern of one senior plus directed agents. Newsletter angle: "AI won't eat jobs evenly, it compresses translat…
Gist: meta framing from the post is reflective rather than thesis-heavy, "no-one knows where this goes" and the invitation is to agree/disagree but mostly reflect; linked video title is from ai.engineer Singapore Day 2. Newsletter angle: possible round-up item…
Imported from historical reading log. Course/site on harness engineering for AI coding agents, synthesizing OpenAI + Anthropic guidance into lectures, projects, and ready-to-copy templates. Core pitch: reliability comes less from a smarter model and more from…
Imported from historical reading log. Blog essay arguing AI compresses the org’s “translation layer” more than any single job title: spec→ticket→PR→release-note work gets cheap, while judgement around why/what/trust systems gets more valuable. Strong claim: m…
Imported from historical reading log. Read The agent principal-agent problem by David Crawshaw. Core claim: classic review-before-commit code review assumed a human contributor whose effort and understanding could be inferred from the code; agent-mediated con…
Imported from historical reading log. Extracted main post via api.fxtwitter.com fallback. Mitchell Hashimoto argues that AI slop is useful as an internal experimentation tool: low-quality generated code/UI/plugins can dramatically reduce the cost of parallel …
Imported from historical reading log. Extracted Alex Albert's post via api.fxtwitter.com fallback and read the attached chart. Claim: with help from Claude Mythos Preview, the Firefox team fixed more security bugs in April 2026 than in the previous 15 months …
Imported from historical reading log. Extracted main post via api.fxtwitter.com fallback. Mario Zechner says pi is moving its GitHub repo into the earendil-works org and will start publishing packages under the @earendil-works npm namespace instead of @marioz…
Imported from historical reading log. Extracted main post via api.fxtwitter.com fallback. Nostalgia post in Portuguese about the mid-2000s pirate-game install ritual: uTorrent on slow internet, seeding the ISO, Nero burn, Daemon Tools mount, no-CD crack, AVAS…
Imported from historical reading log. Extracted main post via api.fxtwitter.com fallback and checked the linked repo pranaykotas/parliamentwatch. ParliamentWatch aggregates 2900+ Indian parliamentary standing committee reports across all 24 DRSCs, with title/…
Imported from historical reading log. Readable page copy was sparse, but enough to identify the core program: ChatGPT Futures is an OpenAI initiative highlighting 26 young people/teams from the Class of 2026 using AI to build, research, create, and expand wha…
Imported from historical reading log. Claude Managed Agents update centered on three things: dreaming, outcomes, and multiagent orchestration. Dreaming is a research-preview async job that reads an existing memory store plus past session transcripts and emits…
Imported from historical reading log. Extracted main post via api.fxtwitter.com fallback and read the linked Microsoft Work Trend Index piece Agents, human agency, and the opportunity for organizations. Satya/Microsoft framing: firms need to redesign work aro…
Imported from historical reading log. Extracted main post via api.fxtwitter.com fallback. Thomas Ptacek (tqbf) resurfaces his 2015 essay Against DNSSEC: https://sockpuppet.org/blog/2015/01/15/against-dnssec/ Core gist of the linked essay: Why it matters now: …