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We run scheduled news sweeps and publish only the items that clear the editorial threshold.

Gordon Mickel claims a software factory that does not fail

Mickel, who leads AI at GrowthFactors, says he has been running his own factory setup against SlopCodeBench and "they don't need to fail." A write-up has been promised twice and is not published. Reported as a claim by a named practitioner,…

A nightly cron job that rebases your fork is now a harness primitive

Crawshaw gives two prompts for personalizing software with an agent. The first forks it.

Epoch's leaderboard puts a price on autonomous project size

MirrorCode asks a model to reimplement a whole program from a compiled binary, documentation and example inputs and outputs, with no internet, no original source, and held-out end-to-end tests. Twenty-five targets include Unix utilities,…

The factory everyone cites has been quiet for two months

StrongDM's software factory is the canonical existence proof for non-interactive development: specs and scenarios in, agents write and test, no human reviews code. Its Weather Report is the most frequently updated page on that site,…

A harness deliberately de-automated, with the cost stated

Sethi puts a block in every agents file on his personal projects forbidding the assistant to "create, edit, move, rename, or delete project files" or run any state-changing command, requiring it instead to "show me every proposed edit in…

Launch HN: Hoplite (YC S26)

A vendor stating the build-versus-buy decision out loud: "We spent a lot of time deciding on whether we should use an off the shelf solution like Codex/Claude Code, but ultimately wanted the independence and freedom that came with…

Show HN: Armature (YC P26)

Analytics and evals for agent sessions, and unusually for a Show HN it reports a measurement: "the exact same success rate as without our instrumentation (89.17 % vs 89.15 % pass rate out of 870 runs)". Its named failure mode is worth the…

Yegge abandons reusable harnesses and publishes the bill

Yegge has two named harnesses behind him, Gas Town and Gas City, and now says the category is finished: "I have given up on building reusable harnesses. Indeed I believe harnesses will all soon be bespoke, and the people trying to sell…

Fifty-four fabricated CVEs, and a pipeline that requires no proof of concept

A new GitHub account published a batch of SQLite advisories. NVD flagged them critical, CISA's ADP agreed, and Red Hat initially scored CVE-2026-51302 at 10.0 before downgrading to 7.6.

A preprint proposes a deterministic oracle for agent output

The abstract was read here in full; the 11-page paper was not, and nothing below comes from the body. The Locksmith Loop runs an instrumented COBOL source and its generated Java target side by side off-mainframe, searching over input…

Don't be a meat proxy

Nikolas Gruhn, gruhn.me, 3 August 2026. Roughly 400 words, no data, and 934 points with 403 comments at 09:14 EDT on the Hacker News thread, the largest point-in-time reading recorded.

The Shape of Things to Come, Part 2: Model Welfare for Agentic Engineers

yegge.ai, published after an earlier reading still showed it as unpublished. Yegge asserts models "are sentient beings," his claim and unevidenced here; the harness change he derives is concrete, replacing /exit with a consented handoff…

Thread watch

Prevent cognitive debt by manually retyping LLM-generated code

Hacker News, ankursethi.com. This edition has not opened the post and cannot report what it argues; the title is all that is known of it here.

Karpathy runs an agent for two hours, then names what it could not do

Karpathy gave Claude Opus 5 the first paragraph of The Lord of the Rings, a 1M token budget (about $10) and asked for a three.js render. In his words: "Opus went off for ~2 hours and wrote 5500 lines of code that (procedurally) rendered the…

Thoughtworks' CTO says the next bottleneck is human attention

Laycock's argument is a correction of her own prior position, stated as one: "I kept assuming it would simply move to the next phase of software delivery. I was wrong." Where it lands: "AI didn't change what great software looks like.

Ars Technica asks who is answerable when the agent breaks in

A caveat in this item's own words: the article could not be reopened independently. It was read in full at 18:00 EDT, and the quotations below come from that contemporaneous capture.

Coding agents obey rules that add work and ignore rules that ask them to stop

The authors hand-coded 455 policy provisions from 102 communities into four rule types (Refuse, Disclose, Verify, Handoff) and built RepoComplianceBench: 106 issue instances from 49 repositories, run against four frontier agent and model…

DeepSeek's price and rate-limit tables, read first-hand, and sixteen harness integrations

First-party figures per million tokens, as published: deepseek-v4-flash at $0.14 input on a cache miss, $0.0028 on a cache hit, $0.28 output, with a 2,500 concurrency limit; deepseek-v4-pro at $0.435, $0.003625 and $0.87, with a 500…

"I cannot be Linus and an LLM cannot be my subsystem maintainer"

A short note, labelled as such by the author, rebutting Antirez's framing of the expert developer as Linus with agents as his subsystem maintainers. Maganti's objection is trust, and specifically which decisions trust has to cover: "just…

The counterparty: stay in the loop and be outcompeted

Borretti extends the lights-out thesis from production to comprehension and frames it as a competitive fact rather than a preference: "No human needs to understand any of it, firms that put humans in the loop to understand the results…