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Harness Engineering for Self-Improvement

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…

Andrew Kelley’s response essay on Bun’s Rust rewrite

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…

Humans Are Just Stochastic Parrots

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 …

Liminality

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…

agentic-inbox

What it is: hands-on writeup of deploying Cloudflare’s official agentic-inbox to run a custom-domain email client on Cloudflare Workers Gist: the stack uses Email Routing for inbound mail, Email Service for sending, Durable Objects + SQLite for mailboxes, R2 f…

Nithin Kamath on Zerodha’s operating culture

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…

You and Your Research

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…

David Rosenthal on the AI affordability crisis

Gist: argues model vendors have been massively subsidizing usage to manufacture demand, but token-based pricing is now exposing the real cost structure; for serious enterprise/agentic use, compute bills can exceed human labor costs by a wide margin. Newsletter…

translation layer

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…

agent principal-agent problem

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…

ChatGPT Futures

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…

dreaming

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…

HTML5+CSS face lift for the generated pages

Imported from historical reading log. GitHub PR title: HTML5+CSS face lift for the generated pages by knadh on mitmproxy/pdoc; merged Nov 20, 2014. Logged as a folklore/historical reference rather than a current article; likely relevant as an old design/imple…

de TLD offline due to DNSSEC?

Imported from historical reading log. HN thread title: .de TLD offline due to DNSSEC? Most useful technical claim in the thread: this looked like a DNSSEC validation failure rather than a nameserver outage, with malformed/bad RRSIGs causing validating resolve…