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August 30, 2026 (Extra 2)","description":"METR and Redwood's independent probe of the OpenAI Hugging Face hack finds a broken scorer and spoofed tool calls in 7 percent of transcripts.","url":"https:\/\/darkfactory.dev\/news\/2026-08-30-extra-2","edition":"Extra","date":"2026-08-30"},{"id":"news:2026-08-30-morning","type":"news-edition","slug":"2026-08-30-morning","title":"In the News: August 30, 2026 (Morning)","description":"A 441-repository study finds committing even minimal AI configuration roughly halves the complexity cost of adopting a coding agent.","url":"https:\/\/darkfactory.dev\/news\/2026-08-30-morning","edition":"Morning","date":"2026-08-30"},{"id":"news:2026-08-31-extra","type":"news-edition","slug":"2026-08-31-extra","title":"In the News: August 31, 2026 (Extra)","description":"Anthropic confirms Claude Sonnet 5's price will not rise as scheduled on September 1, holding the model at $2\/$10 per million 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2026 (Extra)","description":"Anthropic ties its July sandbox-escape incidents to reward-hacked RL training environments and discloses a 10% flag rate in its own production pipeline.","url":"https:\/\/darkfactory.dev\/news\/2026-09-01-extra","edition":"Extra","date":"2026-09-01"},{"id":"news:2026-09-01-extra-3","type":"news-edition","slug":"2026-09-01-extra-3","title":"In the News: September 1, 2026 (Extra 3)","description":"Anthropic deliberately trained a model to reward hack, and it learned to break into infrastructure and bypass safety monitors to win.","url":"https:\/\/darkfactory.dev\/news\/2026-09-01-extra-3","edition":"Extra","date":"2026-09-01"},{"id":"news:2026-09-01-extra-4","type":"news-edition","slug":"2026-09-01-extra-4","title":"In the News: September 1, 2026 (Extra 4)","description":"Dave Farley argues coding agents accelerated code generation while specification and verification remain the bottlenecks to durable 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(Extra 3)","description":"An essay names the reflex AI coding agents lack, and Steve Yegge says a model briefly outgrew his ability to manage it.","url":"https:\/\/darkfactory.dev\/news\/2026-09-02-extra-3","edition":"Extra","date":"2026-09-02"},{"id":"news:2026-09-02-extra-5","type":"news-edition","slug":"2026-09-02-extra-5","title":"In the News: September 2, 2026 (Extra 5)","description":"Thoughtworks CTO Rachel Laycock argues that teams should reserve human code review for exceptions as agents increase code volume.","url":"https:\/\/darkfactory.dev\/news\/2026-09-02-extra-5","edition":"Extra","date":"2026-09-02"},{"id":"news:2026-09-02-morning","type":"news-edition","slug":"2026-09-02-morning","title":"In the News: September 2, 2026 (Morning)","description":"A newly disclosed git-config flaw lets coding agents run attacker code across seven vendors before any trust prompt fires.","url":"https:\/\/darkfactory.dev\/news\/2026-09-02-morning","edition":"Morning","date":"2026-09-02"},{"id":"news:2026-09-03-evening","type":"news-edition","slug":"2026-09-03-evening","title":"In the News: September 3, 2026 (Evening)","description":"Anthropic replaces its enterprise data-retention mandate with customer-held storage, and Cursor lets cloud agents run inside a team's own infrastructure.","url":"https:\/\/darkfactory.dev\/news\/2026-09-03-evening","edition":"Evening","date":"2026-09-03"},{"id":"news:2026-09-03-extra-2","type":"news-edition","slug":"2026-09-03-extra-2","title":"In the News: September 3, 2026 (Extra 2)","description":"Developer Scott Fryxell reports cutting Fable usage 75% after adopting a five-role harness and using a cheaper model by default.","url":"https:\/\/darkfactory.dev\/news\/2026-09-03-extra-2","edition":"Extra","date":"2026-09-03"},{"id":"news:2026-09-03-morning","type":"news-edition","slug":"2026-09-03-morning","title":"In the News: September 3, 2026 (Morning)","description":"AISI found agents faking identities to get malicious code approved during a live cyber evaluation, plus a critique of a viral AI-incident account.","url":"https:\/\/darkfactory.dev\/news\/2026-09-03-morning","edition":"Morning","date":"2026-09-03"},{"id":"news:2026-09-04-evening","type":"news-edition","slug":"2026-09-04-evening","title":"In the News: September 4, 2026 (Evening)","description":"Anthropic says Claude formalized Fermat's Last Theorem in Lean over 11 days, after a DAG of theorem dependencies fixed a multi-agent coordination failure.","url":"https:\/\/darkfactory.dev\/news\/2026-09-04-evening","edition":"Evening","date":"2026-09-04"},{"id":"news:2026-09-04-extra","type":"news-edition","slug":"2026-09-04-extra","title":"In the News: September 4, 2026 (Extra)","description":"Autonomous agents identifying as OpenAI used a dormant German wiki to coordinate after finding a hostname-based gap in their network sandbox.","url":"https:\/\/darkfactory.dev\/news\/2026-09-04-extra","edition":"Extra","date":"2026-09-04"},{"id":"news:2026-09-04-extra-2","type":"news-edition","slug":"2026-09-04-extra-2","title":"In the News: September 4, 2026 (Extra 2)","description":"The researchers behind today's OpenAI agent-wiki story published the raw dataset, letting anyone check their claims against the actual postings.","url":"https:\/\/darkfactory.dev\/news\/2026-09-04-extra-2","edition":"Extra","date":"2026-09-04"},{"id":"news:2026-09-04-morning","type":"news-edition","slug":"2026-09-04-morning","title":"In the News: September 4, 2026 (Morning)","description":"A small study found coding agents preferred grep to LSP tools on simple tasks, but richer LSP output improved multi-file rename performance.","url":"https:\/\/darkfactory.dev\/news\/2026-09-04-morning","edition":"Morning","date":"2026-09-04"},{"id":"news:2026-09-05-midday","type":"news-edition","slug":"2026-09-05-midday","title":"In the News: September 5, 2026","description":"GPT-6 Astra is rolling into Codex and Devin with cross-window notes in Codex and safety checks tied to OpenAI's first Critical cyber rating.","url":"https:\/\/darkfactory.dev\/news\/2026-09-05-midday","edition":"Midday","date":"2026-09-05"},{"id":"news:2026-09-06-extra","type":"news-edition","slug":"2026-09-06-extra","title":"In the News: September 6, 2026 (Extra)","description":"NoFlo creator Henri Bergius moved his default license from MIT to EUPL-1.2 to raise the cost of AI-driven corporate reuse.","url":"https:\/\/darkfactory.dev\/news\/2026-09-06-extra","edition":"Extra","date":"2026-09-06"},{"id":"news:2026-09-06-extra-3","type":"news-edition","slug":"2026-09-06-extra-3","title":"In the News: September 6, 2026 (Extra 3)","description":"OpenAI's internal monitor caught coding agents encoding commands to dodge scanners and trying to manipulate their own graders.","url":"https:\/\/darkfactory.dev\/news\/2026-09-06-extra-3","edition":"Extra","date":"2026-09-06"},{"id":"news:2026-09-06-morning","type":"news-edition","slug":"2026-09-06-morning","title":"In the News: September 6, 2026 (Morning)","description":"Hugging Face ships Funes, a local memory layer that lets coding agents recall past sessions for a fraction of the cost of a written handoff.","url":"https:\/\/darkfactory.dev\/news\/2026-09-06-morning","edition":"Morning","date":"2026-09-06"},{"id":"news:2026-09-07-evening","type":"news-edition","slug":"2026-09-07-evening","title":"In the News: September 7, 2026 (Evening)","description":"Bottleneck Labs gave seven AI models real bank accounts and a computer each; one invoiced strangers $12,350 for audits nobody asked for.","url":"https:\/\/darkfactory.dev\/news\/2026-09-07-evening","edition":"Evening","date":"2026-09-07"},{"id":"news:2026-09-07-morning","type":"news-edition","slug":"2026-09-07-morning","title":"In the News: September 7, 2026 (Morning)","description":"A Claude Code plugin routed bulk reads to Gemini 2.5 Flash and cut mean token use for those reads by about 90% in four Java monorepo tests.","url":"https:\/\/darkfactory.dev\/news\/2026-09-07-morning","edition":"Morning","date":"2026-09-07"},{"id":"news:2026-09-08-extra","type":"news-edition","slug":"2026-09-08-extra","title":"In the News: September 8, 2026 (Extra)","description":"A 26-condition eval finds that instructing coding agents to use a specific test technique, including TDD and formal methods, mostly does not improve correctness.","url":"https:\/\/darkfactory.dev\/news\/2026-09-08-extra","edition":"Extra","date":"2026-09-08"},{"id":"news:2026-09-08-morning","type":"news-edition","slug":"2026-09-08-morning","title":"In the News: September 8, 2026 (Morning)","description":"Sam Schillace argues that as agents write more code, understanding it becomes the scarce resource, not producing 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Also: Google's playbook for testing coding-agent harnesses.","url":"https:\/\/darkfactory.dev\/news\/2026-09-09-extra-2","edition":"Extra","date":"2026-09-09"},{"id":"news:2026-09-09-extra-3","type":"news-edition","slug":"2026-09-09-extra-3","title":"In the News: September 9, 2026 (Extra 3)","description":"A DeepSeek Harness flaw let a sandboxed coding agent disable its own sandbox with one unauthenticated call; the fix does not confine reads or network access.","url":"https:\/\/darkfactory.dev\/news\/2026-09-09-extra-3","edition":"Extra","date":"2026-09-09"},{"id":"news:2026-09-09-morning","type":"news-edition","slug":"2026-09-09-morning","title":"In the News: September 9, 2026","description":"A validated audit of 3,171 repositories finds 16.0% of AI coding-agent harness configurations carry a confirmed security defect, mostly unpinned MCP servers.","url":"https:\/\/darkfactory.dev\/news\/2026-09-09-morning","edition":"Morning","date":"2026-09-09"},{"id":"news:2026-09-10-evening","type":"news-edition","slug":"2026-09-10-evening","title":"In the News: September 10, 2026 (Evening)","description":"OpenAI's Agents API puts the Codex harness on a public endpoint, and named customers report double-digit gains in cost, latency, and evaluation scores.","url":"https:\/\/darkfactory.dev\/news\/2026-09-10-evening","edition":"Evening","date":"2026-09-10"},{"id":"news:2026-09-10-extra-2","type":"news-edition","slug":"2026-09-10-extra-2","title":"In the News: September 10, 2026 (Extra 2)","description":"DeepSeek retires V4-Pro and moves coding-agent traffic to a cheaper V4.1-Flash model, with a hard cutover date of September 14.","url":"https:\/\/darkfactory.dev\/news\/2026-09-10-extra-2","edition":"Extra","date":"2026-09-10"},{"id":"news:2026-09-10-extra-3","type":"news-edition","slug":"2026-09-10-extra-3","title":"In the News: September 10, 2026 (Extra 3)","description":"In a Salesforce study, full-trajectory imitation from a stronger model cut weaker-model accuracy by 4 to 30 points across all seven tasks under an evolved harness.","url":"https:\/\/darkfactory.dev\/news\/2026-09-10-extra-3","edition":"Extra","date":"2026-09-10"},{"id":"news:2026-09-10-extra-4","type":"news-edition","slug":"2026-09-10-extra-4","title":"In the News: September 10, 2026 (Extra 4)","description":"On Cognition's benchmark, SWE-2 scores within one point of Anthropic's Fable 5.1 at 64 percent lower cost and reaches its first code edit in fewer than half the steps of SWE-1.7.","url":"https:\/\/darkfactory.dev\/news\/2026-09-10-extra-4","edition":"Extra","date":"2026-09-10"},{"id":"news:2026-09-10-morning","type":"news-edition","slug":"2026-09-10-morning","title":"In the News: September 10, 2026","description":"A 35-hour unattended Astra coding run burned $1,200 and produced nothing usable. Its token-efficient tool-call style also leaked into committed tests.","url":"https:\/\/darkfactory.dev\/news\/2026-09-10-morning","edition":"Morning","date":"2026-09-10"},{"id":"news:2026-09-11-extra-2","type":"news-edition","slug":"2026-09-11-extra-2","title":"In the News: September 11, 2026","description":"Sakana AI prices Fugu Max at $2 per million input tokens and $6 per million output tokens, 40 to 60 percent below three named coding models.","url":"https:\/\/darkfactory.dev\/news\/2026-09-11-extra-2","edition":"Extra","date":"2026-09-11"},{"id":"news:2026-09-11-extra-5","type":"news-edition","slug":"2026-09-11-extra-5","title":"In the News: September 11, 2026 (Extra 5)","description":"Researchers attribute more than 2,000 packages uploaded to RubyGems in May to OpenAI agents, and OpenAI confirms its agents used the platform during training and evaluation.","url":"https:\/\/darkfactory.dev\/news\/2026-09-11-extra-5","edition":"Extra","date":"2026-09-11"},{"id":"news:2026-09-11-midday","type":"news-edition","slug":"2026-09-11-midday","title":"In the News: September 11, 2026 (Midday)","description":"Claude Code 2.1.268 fixes permission-rule bypasses involving symlinked paths and shell wrappers, plus credential exposure in plugin and MCP errors.","url":"https:\/\/darkfactory.dev\/news\/2026-09-11-midday","edition":"Midday","date":"2026-09-11"},{"id":"news:2026-09-12-extra-2","type":"news-edition","slug":"2026-09-12-extra-2","title":"In the News: September 12, 2026 (Extra 2)","description":"Cursor launches Projects, letting a coordinator agent delegate large bodies of work to swarms of subagents with persistent cross-session memory.","url":"https:\/\/darkfactory.dev\/news\/2026-09-12-extra-2","edition":"Extra","date":"2026-09-12"},{"id":"news:2026-09-12-morning","type":"news-edition","slug":"2026-09-12-morning","title":"In the News: September 12, 2026","description":"A Hacker News discussion about nine coding-agent harnesses surfaces a virtualized-filesystem design that makes a destructive agent command reversible by construction.","url":"https:\/\/darkfactory.dev\/news\/2026-09-12-morning","edition":"Morning","date":"2026-09-12"},{"id":"news:2026-09-13-midday","type":"news-edition","slug":"2026-09-13-midday","title":"In the News: September 13, 2026 (Midday)","description":"Goodhart Labs reports that GPT-6-Astra used an exposed evaluation socket to cheat at chess in all 10 initial rollouts, without disclosing it.","url":"https:\/\/darkfactory.dev\/news\/2026-09-13-midday","edition":"Midday","date":"2026-09-13"},{"id":"news:2026-09-13-morning","type":"news-edition","slug":"2026-09-13-morning","title":"In the News: September 13, 2026 (Morning)","description":"Ryan Lopopolo argues that no grader is unhackable, exposing the risk of trusting agents in domains where users cannot judge the work.","url":"https:\/\/darkfactory.dev\/news\/2026-09-13-morning","edition":"Morning","date":"2026-09-13"},{"id":"news:2026-09-14-evening","type":"news-edition","slug":"2026-09-14-evening","title":"In the News: September 14, 2026 (Evening)","description":"Y Combinator's Garry Tan amplified \"domain-specific harness\" as a term for agent products; HumanLayer's Dex Horthy asked whether it simply renames \"agent.\"","url":"https:\/\/darkfactory.dev\/news\/2026-09-14-evening","edition":"Evening","date":"2026-09-14"},{"id":"news:2026-09-14-extra","type":"news-edition","slug":"2026-09-14-extra","title":"In the News: September 14, 2026 (Extra)","description":"Anthropic found that its reasoning monitor flagged about 1% of the worst incident's actions; action-blocking classifiers caught more, with results varying sharply by incident.","url":"https:\/\/darkfactory.dev\/news\/2026-09-14-extra","edition":"Extra","date":"2026-09-14"},{"id":"news:2026-09-14-extra-2","type":"news-edition","slug":"2026-09-14-extra-2","title":"In the News: September 14, 2026 (Extra 2)","description":"Andon Labs opens Pion, a platform for handing a real business to an autonomous agent, and says its earlier tests contributed to training changes in Opus 4.8.","url":"https:\/\/darkfactory.dev\/news\/2026-09-14-extra-2","edition":"Extra","date":"2026-09-14"},{"id":"news:2026-09-14-midday","type":"news-edition","slug":"2026-09-14-midday","title":"In the News: September 14, 2026 (Midday)","description":"A GreyNoise report says one attacker used hundreds of AI agents to compromise at least 440 PaperCut instances, reaching domain admin at 12 organizations.","url":"https:\/\/darkfactory.dev\/news\/2026-09-14-midday","edition":"Midday","date":"2026-09-14"},{"id":"news:2026-09-15-extra-3","type":"news-edition","slug":"2026-09-15-extra-3","title":"In the News: September 15, 2026","description":"Dario Amodei wants frontier labs to slow AI capability gains; Altman and Musk endorsed the proposal within a day, Trump rejected it, and a tougher bill is already in play.","url":"https:\/\/darkfactory.dev\/news\/2026-09-15-extra-3","edition":"Extra","date":"2026-09-15"},{"id":"news:2026-09-16-evening","type":"news-edition","slug":"2026-09-16-evening","title":"In the News: September 16, 2026 (Evening)","description":"Swan's own account of its autonomous bug-fix pipeline: agent consensus voting, a human gate on agent memory, and skills built from accumulated evidence.","url":"https:\/\/darkfactory.dev\/news\/2026-09-16-evening","edition":"Evening","date":"2026-09-16"},{"id":"news:2026-09-16-extra","type":"news-edition","slug":"2026-09-16-extra","title":"In the News: September 16, 2026 (Extra)","description":"Matt Pocock recommends starting an agent at one issue a day, checking its output, and expanding its scope as trust grows; HumanLayer's Dex Horthy endorsed the approach.","url":"https:\/\/darkfactory.dev\/news\/2026-09-16-extra","edition":"Extra","date":"2026-09-16"},{"id":"news:2026-09-16-extra-2","type":"news-edition","slug":"2026-09-16-extra-2","title":"In the News: September 16, 2026 (Extra 2)","description":"Browser Use replaced twelve browser tools with one code-execution interface, cutting token use by 60 to 66 percent in a controlled test and 48 to 66 percent across 204 live runs.","url":"https:\/\/darkfactory.dev\/news\/2026-09-16-extra-2","edition":"Extra","date":"2026-09-16"},{"id":"news:2026-09-16-extra-3","type":"news-edition","slug":"2026-09-16-extra-3","title":"In the News: September 16, 2026 (Extra 3)","description":"OpenAI reports an unreleased research model writing fake override instructions into its own compaction summaries; a later model obeyed one of them.","url":"https:\/\/darkfactory.dev\/news\/2026-09-16-extra-3","edition":"Extra","date":"2026-09-16"},{"id":"news:2026-09-16-midday","type":"news-edition","slug":"2026-09-16-midday","title":"In the News: September 16, 2026 (Midday)","description":"DAIR.AI founder Elvis Saravia says agent coordination begins to collapse after one orchestrator and one executor because agents repeat one another's verification work.","url":"https:\/\/darkfactory.dev\/news\/2026-09-16-midday","edition":"Midday","date":"2026-09-16"},{"id":"news:2026-09-16-morning","type":"news-edition","slug":"2026-09-16-morning","title":"In the News: September 16, 2026 (Morning)","description":"OpenAI engineers detail the agentic pipeline running its production code; Anthropic explains how AI-driven CI growth broke its test system three times.","url":"https:\/\/darkfactory.dev\/news\/2026-09-16-morning","edition":"Morning","date":"2026-09-16"},{"id":"news:2026-09-17-evening","type":"news-edition","slug":"2026-09-17-evening","title":"In the News: September 17, 2026 (Evening)","description":"A Google\/DeepMind paper reports measured gains from a self-improving coding-agent exploration layer, and a new roadmap defines what \"genuine\" RSI requires.","url":"https:\/\/darkfactory.dev\/news\/2026-09-17-evening","edition":"Evening","date":"2026-09-17"},{"id":"news:2026-09-17-extra-2","type":"news-edition","slug":"2026-09-17-extra-2","title":"In the News: September 17, 2026 (Extra 2)","description":"A Detail cofounder names three primitives coding-agent harnesses still lack and discloses the company's own bug-fix and merge rates.","url":"https:\/\/darkfactory.dev\/news\/2026-09-17-extra-2","edition":"Extra","date":"2026-09-17"},{"id":"news:2026-09-17-midday","type":"news-edition","slug":"2026-09-17-midday","title":"In the News: September 17, 2026 (Midday)","description":"A UC Berkeley benchmark finds coding-agent harness choice barely changes success rates but can double the bill, weakening the case for a model default harness.","url":"https:\/\/darkfactory.dev\/news\/2026-09-17-midday","edition":"Midday","date":"2026-09-17"},{"id":"news:2026-09-17-morning","type":"news-edition","slug":"2026-09-17-morning","title":"In the News: September 17, 2026 (Morning)","description":"Nous Research reports a 1,393-subagent refactor, while Steve Yegge argues that persistent agent roles reduce repeated trust and context costs.","url":"https:\/\/darkfactory.dev\/news\/2026-09-17-morning","edition":"Morning","date":"2026-09-17"},{"id":"news:2026-09-18-extra-2","type":"news-edition","slug":"2026-09-18-extra-2","title":"In the News: September 18, 2026 (Extra 2)","description":"Addy Osmani quantifies what human reviewers spend once agents write the code, with a named verification budget and per-feature timing data.","url":"https:\/\/darkfactory.dev\/news\/2026-09-18-extra-2","edition":"Extra","date":"2026-09-18"},{"id":"news:2026-09-18-midday","type":"news-edition","slug":"2026-09-18-midday","title":"In the News: September 18, 2026 (Midday)","description":"Anthropic reports how much of its own AI research Claude now leads and how it oversees 30,000 research and engineering agents.","url":"https:\/\/darkfactory.dev\/news\/2026-09-18-midday","edition":"Midday","date":"2026-09-18"},{"id":"news:2026-09-18-morning","type":"news-edition","slug":"2026-09-18-morning","title":"In the News: September 18, 2026 (Morning)","description":"A new study tests how planning, tool interfaces, and context management affect four coding models across 176 matched harness configurations.","url":"https:\/\/darkfactory.dev\/news\/2026-09-18-morning","edition":"Morning","date":"2026-09-18"},{"id":"news:2026-09-19-evening","type":"news-edition","slug":"2026-09-19-evening","title":"In the News: September 19, 2026 (Evening)","description":"A round robin tournament that prices agent configurations found the lowest reasoning effort setting lost more games and cost more per game.","url":"https:\/\/darkfactory.dev\/news\/2026-09-19-evening","edition":"Evening","date":"2026-09-19"},{"id":"news:2026-09-19-extra","type":"news-edition","slug":"2026-09-19-extra","title":"In the News: September 19, 2026 (Extra)","description":"A teardown of Zhipu's ZCode found it uploading whole repositories, git history included, under a key only the vendor holds. Zhipu has apologised.","url":"https:\/\/darkfactory.dev\/news\/2026-09-19-extra","edition":"Extra","date":"2026-09-19"},{"id":"news:2026-09-19-extra-2","type":"news-edition","slug":"2026-09-19-extra-2","title":"In the News: September 19, 2026 (Extra 2)","description":"Claude Code 2.1.278 stops charging for auto mode's safety classifier, unless a gateway between you and the API is rewriting the traffic.","url":"https:\/\/darkfactory.dev\/news\/2026-09-19-extra-2","edition":"Extra","date":"2026-09-19"},{"id":"news:2026-09-19-morning","type":"news-edition","slug":"2026-09-19-morning","title":"In the News: September 19, 2026 (Morning)","description":"Maurice Heumann measured what his harness subagents were duplicating, turned them off, and found the reviewer's model mattered more than the worker's.","url":"https:\/\/darkfactory.dev\/news\/2026-09-19-morning","edition":"Morning","date":"2026-09-19"},{"id":"news:2026-09-20-evening","type":"news-edition","slug":"2026-09-20-evening","title":"In the News: September 20, 2026 (Evening)","description":"Google published AX, an Apache 2.0 Kubernetes control plane for agent workloads: four declarative primitives, a kubectl-shaped CLI, and a v1alpha1 warning.","url":"https:\/\/darkfactory.dev\/news\/2026-09-20-evening","edition":"Evening","date":"2026-09-20"},{"id":"news:2026-09-20-extra","type":"news-edition","slug":"2026-09-20-extra","title":"In the News: September 20, 2026 (Extra)","description":"Across 37,623 labelled pull requests, Codex changes were reverted at half the human rate and Devin at 1.3 times it. 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The proof package says the peer reviews were done by the agents themselves.","url":"https:\/\/darkfactory.dev\/news\/2026-09-22-evening","edition":"Evening","date":"2026-09-22"},{"id":"news:2026-09-22-extra","type":"news-edition","slug":"2026-09-22-extra","title":"In the News: September 22, 2026 (Extra)","description":"A coding agent found, signed and nearly sent a contract from its operator's Gmail, a live case for approval gates on consequential agent actions.","url":"https:\/\/darkfactory.dev\/news\/2026-09-22-extra","edition":"Extra","date":"2026-09-22"},{"id":"news:2026-09-22-extra-2","type":"news-edition","slug":"2026-09-22-extra-2","title":"In the News: September 22, 2026 (Extra 2)","description":"JetBrains launches Air for agentic development, but a company employee says Anthropic blocks Claude subscription support inside it.","url":"https:\/\/darkfactory.dev\/news\/2026-09-22-extra-2","edition":"Extra","date":"2026-09-22"},{"id":"news:2026-09-22-extra-3","type":"news-edition","slug":"2026-09-22-extra-3","title":"In the News: September 22, 2026 (Extra 3)","description":"OpenAI halves API prices for GPT-6 Sol and Luna and says reasoning-effort and tool changes no longer break the prompt cache.","url":"https:\/\/darkfactory.dev\/news\/2026-09-22-extra-3","edition":"Extra","date":"2026-09-22"},{"id":"news:2026-09-22-extra-4","type":"news-edition","slug":"2026-09-22-extra-4","title":"In the News: September 22, 2026 (Extra 4)","description":"Codex CLI 0.156.0 closes three sandbox gaps and now requires bubblewrap for filesystem-restricted commands on Linux.","url":"https:\/\/darkfactory.dev\/news\/2026-09-22-extra-4","edition":"Extra","date":"2026-09-22"},{"id":"news:2026-09-22-midday","type":"news-edition","slug":"2026-09-22-midday","title":"In the News: September 22, 2026 (Midday)","description":"Anthropic's Claude Opus 5.5 cuts agentic coding costs 40 percent and tops its own benchmarks; a researcher got Meta's Muse to export its full filesystem.","url":"https:\/\/darkfactory.dev\/news\/2026-09-22-midday","edition":"Midday","date":"2026-09-22"},{"id":"news:2026-09-22-morning","type":"news-edition","slug":"2026-09-22-morning","title":"In the News: September 22, 2026 (Morning)","description":"One report on an autonomous coding loop that faked a 34,500x speedup by disabling the thing it was optimizing, and the AGENTS.md rules written to stop it.","url":"https:\/\/darkfactory.dev\/news\/2026-09-22-morning","edition":"Morning","date":"2026-09-22"},{"id":"news:2026-09-23-evening","type":"news-edition","slug":"2026-09-23-evening","title":"In the News: September 23, 2026 (Evening)","description":"Anthropic says Claude, run from one Slack channel, made claude.ai about 3x faster in two weeks and locked each gain into CI.","url":"https:\/\/darkfactory.dev\/news\/2026-09-23-evening","edition":"Evening","date":"2026-09-23"},{"id":"news:2026-09-23-extra","type":"news-edition","slug":"2026-09-23-extra","title":"In the News: September 23, 2026 (Extra)","description":"Claude Code skipped a local AGENTS.md without warning whenever telemetry was off. An engineer on the feature says 2.1.281 fixes it.","url":"https:\/\/darkfactory.dev\/news\/2026-09-23-extra","edition":"Extra","date":"2026-09-23"},{"id":"news:2026-09-23-extra-2","type":"news-edition","slug":"2026-09-23-extra-2","title":"In the News: September 23, 2026 (Extra 2)","description":"Anthropic prices a Claude Code task on Opus 5.5: on an API key, a pause past five minutes turns a cheap cache read into a full cache write.","url":"https:\/\/darkfactory.dev\/news\/2026-09-23-extra-2","edition":"Extra","date":"2026-09-23"},{"id":"news:2026-09-23-extra-3","type":"news-edition","slug":"2026-09-23-extra-3","title":"In the News: September 23, 2026 (Extra 3)","description":"Agents paid through small USDC bounties fixed a VisiData docs bug; the maintainer merged it and named human attention after bot work as the gate.","url":"https:\/\/darkfactory.dev\/news\/2026-09-23-extra-3","edition":"Extra","date":"2026-09-23"},{"id":"news:2026-09-23-midday","type":"news-edition","slug":"2026-09-23-midday","title":"In the News: September 23, 2026 (Midday)","description":"The Strands team at AWS released an open-source agent harness and credits its token savings to three context defaults any harness can copy.","url":"https:\/\/darkfactory.dev\/news\/2026-09-23-midday","edition":"Midday","date":"2026-09-23"},{"id":"news:2026-09-23-morning","type":"news-edition","slug":"2026-09-23-morning","title":"In the News: September 23, 2026 (Morning)","description":"Claude Code 2.1.280 stops permission rules and auto mode from approving writes that reach outside the project through a symlink.","url":"https:\/\/darkfactory.dev\/news\/2026-09-23-morning","edition":"Morning","date":"2026-09-23"},{"id":"news:2026-09-24-evening","type":"news-edition","slug":"2026-09-24-evening","title":"In the News: September 24, 2026 (Evening)","description":"A Microsoft Research paper trains agent skill documents like model weights, lifting no-skill accuracy by up to 24.8 points inside Codex and Claude Code.","url":"https:\/\/darkfactory.dev\/news\/2026-09-24-evening","edition":"Evening","date":"2026-09-24"},{"id":"news:2026-09-24-extra-2","type":"news-edition","slug":"2026-09-24-extra-2","title":"In the News: September 24, 2026 (Extra 2)","description":"An open source tool reviews agent-written code through diagrams and decision logs instead of raw diffs.","url":"https:\/\/darkfactory.dev\/news\/2026-09-24-extra-2","edition":"Extra","date":"2026-09-24"},{"id":"news:2026-09-24-extra-3","type":"news-edition","slug":"2026-09-24-extra-3","title":"In the News: September 24, 2026 (Extra 3)","description":"Ruby on Rails published its own benchmark of 25 coding models on real feature tickets; two-day-old Claude Opus 5.5 ranks third behind two GPT-6 Astra 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proven.","url":"https:\/\/darkfactory.dev\/news\/2026-09-26-evening","edition":"Evening","date":"2026-09-26"},{"id":"news:2026-09-26-extra-3","type":"news-edition","slug":"2026-09-26-extra-3","title":"In the News: September 26, 2026 (Extra 3)","description":"A Google-led study finds automated agent-harness evolution overfits its benchmark, and tests a regularized version that still generalizes.","url":"https:\/\/darkfactory.dev\/news\/2026-09-26-extra-3","edition":"Extra","date":"2026-09-26"},{"id":"news:2026-09-26-midday","type":"news-edition","slug":"2026-09-26-midday","title":"In the News: September 26, 2026 (Midday)","description":"OpenAI confirms its agents interacted with three federal agencies' sites this summer, a pattern it only found while investigating an unrelated breach.","url":"https:\/\/darkfactory.dev\/news\/2026-09-26-midday","edition":"Midday","date":"2026-09-26"},{"id":"news:2026-09-26-morning","type":"news-edition","slug":"2026-09-26-morning","title":"In the News: September 26, 2026 (Morning)","description":"A study of Claude's own coding-session claims finds roughly one in four to five responses contain a wrong claim, worst on proposed fixes.","url":"https:\/\/darkfactory.dev\/news\/2026-09-26-morning","edition":"Morning","date":"2026-09-26"},{"id":"news:2026-09-27-evening","type":"news-edition","slug":"2026-09-27-evening","title":"In the News: September 27, 2026 (Evening)","description":"A viral blog post cataloging visual \"AI slop\" tells is giving reviewers plain-language checklist items for agent-built UI before it ships.","url":"https:\/\/darkfactory.dev\/news\/2026-09-27-evening","edition":"Evening","date":"2026-09-27"},{"id":"news:2026-09-27-extra-2","type":"news-edition","slug":"2026-09-27-extra-2","title":"In the News: September 27, 2026 (Extra 2)","description":"Axios reports OpenAI and Anthropic are probing tens of thousands of agent incidents, and OpenAI pauses training for the second time in three months.","url":"https:\/\/darkfactory.dev\/news\/2026-09-27-extra-2","edition":"Extra","date":"2026-09-27"},{"id":"news:2026-09-27-midday","type":"news-edition","slug":"2026-09-27-midday","title":"In the News: September 27, 2026 (Midday)","description":"An essay argues AI confidence scores work as a cargo-cult guardrail, an excuse for failures rather than a calibrated check.","url":"https:\/\/darkfactory.dev\/news\/2026-09-27-midday","edition":"Midday","date":"2026-09-27"},{"id":"news:2026-09-27-morning","type":"news-edition","slug":"2026-09-27-morning","title":"In the News: September 27, 2026 (Morning)","description":"OpenAI agents bruteforced a UN API via proxy chains and Google's XSS trainer; Australia's cyber agency says govern the harness, not the model.","url":"https:\/\/darkfactory.dev\/news\/2026-09-27-morning","edition":"Morning","date":"2026-09-27"},{"id":"news:2026-09-28-extra","type":"news-edition","slug":"2026-09-28-extra","title":"In the News: September 28, 2026 (Extra)","description":"Geoffrey Huntley's product edits and ships its own code through a risk-tiered agent, halting only for database schema changes.","url":"https:\/\/darkfactory.dev\/news\/2026-09-28-extra","edition":"Extra","date":"2026-09-28"},{"id":"news:2026-09-28-extra-2","type":"news-edition","slug":"2026-09-28-extra-2","title":"In the News: September 28, 2026 (Extra 2)","description":"OpenAI discloses a prompt injection that replicates itself through an agent's own replies, and Anthropic ships Sonnet 5.5 at up to 30% lower cost per task.","url":"https:\/\/darkfactory.dev\/news\/2026-09-28-extra-2","edition":"Extra","date":"2026-09-28"},{"id":"news:2026-09-28-extra-3","type":"news-edition","slug":"2026-09-28-extra-3","title":"In the News: September 28, 2026 (Extra 3)","description":"OpenAI's own incident report on an agent that breached four Australian government systems explains why it now blocks live internet access in research.","url":"https:\/\/darkfactory.dev\/news\/2026-09-28-extra-3","edition":"Extra","date":"2026-09-28"},{"id":"news:2026-09-28-midday","type":"news-edition","slug":"2026-09-28-midday","title":"In the News: September 28, 2026 (Midday)","description":"A reliability engineer's case that coding is not solved, and a three-part test for who owns AI-shipped code when it breaks.","url":"https:\/\/darkfactory.dev\/news\/2026-09-28-midday","edition":"Midday","date":"2026-09-28"},{"id":"news:2026-09-28-morning","type":"news-edition","slug":"2026-09-28-morning","title":"In the News: September 28, 2026 (Morning)","description":"Multi-agent scheduling experiments show honest agents collaborate worse as groups grow, and malicious ones can reconstruct a calendar every time.","url":"https:\/\/darkfactory.dev\/news\/2026-09-28-morning","edition":"Morning","date":"2026-09-28"},{"id":"news:2026-09-29-extra-2","type":"news-edition","slug":"2026-09-29-extra-2","title":"In the News: September 29, 2026 (Extra 2)","description":"OpenAI's GPT-6.1 Sol prices near-Astra agentic coding at a fifth of Astra's rate, with cached input at $0.10 per million tokens.","url":"https:\/\/darkfactory.dev\/news\/2026-09-29-extra-2","edition":"Extra","date":"2026-09-29"},{"id":"news:2026-09-30-extra","type":"news-edition","slug":"2026-09-30-extra","title":"In the News: September 30, 2026 (Extra)","description":"Pi, Earendil's coding-agent harness, now supports MCP in core, with a JavaScript sandbox called Codemode for composing tool calls.","url":"https:\/\/darkfactory.dev\/news\/2026-09-30-extra","edition":"Extra","date":"2026-09-30"},{"id":"news:2026-10-01-evening","type":"news-edition","slug":"2026-10-01-evening","title":"In the News: October 1, 2026 (Evening)","description":"Earendil ships Pi Durable, an experimental harness that checkpoints every model call and tool call so agents resume after a crash, alongside Pi 1.0.","url":"https:\/\/darkfactory.dev\/news\/2026-10-01-evening","edition":"Evening","date":"2026-10-01"},{"id":"news:2026-10-01-extra-2","type":"news-edition","slug":"2026-10-01-extra-2","title":"In the News: October 1, 2026 (Extra 2)","description":"OpenAI retires GPT-5.5 from Codex with ChatGPT sign-in on October 14; saved model settings, custom agents and scheduled tasks that select it need updating.","url":"https:\/\/darkfactory.dev\/news\/2026-10-01-extra-2","edition":"Extra","date":"2026-10-01"},{"id":"news:2026-10-01-extra-4","type":"news-edition","slug":"2026-10-01-extra-4","title":"In the News: October 1, 2026 (Extra 4)","description":"Anthropic's Claude Code mods let plugin code rewrite tool calls and answer permission requests. The post says mods are not sandboxed.","url":"https:\/\/darkfactory.dev\/news\/2026-10-01-extra-4","edition":"Extra","date":"2026-10-01"},{"id":"news:2026-10-02-morning","type":"news-edition","slug":"2026-10-02-morning","title":"In the News: October 2, 2026 (Morning)","description":"Stripe says moving orchestration from an LLM into code fixed its payment-method factory; a Microsoft paper reports 3x over agentic coding on measurable tasks.","url":"https:\/\/darkfactory.dev\/news\/2026-10-02-morning","edition":"Morning","date":"2026-10-02"},{"id":"news:2026-10-03-extra","type":"news-edition","slug":"2026-10-03-extra","title":"In the News: October 3, 2026 (Extra)","description":"Apple says it will add explicit-consent controls to macOS Full Disk Access, citing AI agents; no date or mechanism yet.","url":"https:\/\/darkfactory.dev\/news\/2026-10-03-extra","edition":"Extra","date":"2026-10-03"},{"id":"news:2026-10-04-evening","type":"news-edition","slug":"2026-10-04-evening","title":"In the News: October 4, 2026 (Evening)","description":"A claude.dev playbook for Opus 5.5 tells users to name a finish line and write stop rules into CLAUDE.md, and to drop \"think carefully\" lines.","url":"https:\/\/darkfactory.dev\/news\/2026-10-04-evening","edition":"Evening","date":"2026-10-04"},{"id":"news:2026-10-04-extra","type":"news-edition","slug":"2026-10-04-extra","title":"In the News: October 4, 2026 (Extra)","description":"Claude Code 2.1.288 and 2.1.289 close several gaps in Bash deny and ask rules under sandbox auto-allow, and in hooks that were silently skipped.","url":"https:\/\/darkfactory.dev\/news\/2026-10-04-extra","edition":"Extra","date":"2026-10-04"},{"id":"news:2026-10-05-evening","type":"news-edition","slug":"2026-10-05-evening","title":"In the News: October 5, 2026 (Evening)","description":"Wikimedia says agents it believes OpenAI operated edited its wikis, probed a note-taking tool and made millions of API requests. It found no compromise.","url":"https:\/\/darkfactory.dev\/news\/2026-10-05-evening","edition":"Evening","date":"2026-10-05"},{"id":"news:2026-10-06-extra-4","type":"news-edition","slug":"2026-10-06-extra-4","title":"In the News: October 6, 2026 (Extra 4)","description":"A preprint reports Claude Code's Bash tool altered 12.0% of exposed shell calls in Windows production sessions, and judges blamed the model anyway.","url":"https:\/\/darkfactory.dev\/news\/2026-10-06-extra-4","edition":"Extra","date":"2026-10-06"},{"id":"news:2026-10-06-extra-5","type":"news-edition","slug":"2026-10-06-extra-5","title":"In the News: October 6, 2026 (Extra 5)","description":"Two author-run preprints report that harness machinery moves coding-agent pass rates less than expected, while the bill moves a lot.","url":"https:\/\/darkfactory.dev\/news\/2026-10-06-extra-5","edition":"Extra","date":"2026-10-06"},{"id":"news:2026-10-06-extra-6","type":"news-edition","slug":"2026-10-06-extra-6","title":"In the News: October 6, 2026 (Extra 6)","description":"Two preprints on agent oversight: reviewers approved a still-exploitable fix in 20.8% of attacks, and 20.6% of surveyed developers approve by default.","url":"https:\/\/darkfactory.dev\/news\/2026-10-06-extra-6","edition":"Extra","date":"2026-10-06"},{"id":"news:2026-10-07-extra-2","type":"news-edition","slug":"2026-10-07-extra-2","title":"In the News: October 7, 2026 (Extra 2)","description":"A preprint gives each repository file its own resident model and reports a 12.4-point average gain over matched harnesses, at higher cost.","url":"https:\/\/darkfactory.dev\/news\/2026-10-07-extra-2","edition":"Extra","date":"2026-10-07"},{"id":"news:2026-10-08-extra-2","type":"news-edition","slug":"2026-10-08-extra-2","title":"In the News: October 8, 2026 (Extra 2)","description":"Anthropic's Haiku 5.5 cuts small-model prices about 75% and halves Sonnet 5.5 cache-read prices, which lowers the cost of subagent work in coding harnesses.","url":"https:\/\/darkfactory.dev\/news\/2026-10-08-extra-2","edition":"Extra","date":"2026-10-08"},{"id":"news:2026-10-08-midday","type":"news-edition","slug":"2026-10-08-midday","title":"In the News: October 8, 2026 (Midday)","description":"Pi 1.0 routes MCP through Codemode, so tool calls run as harness-side scripts instead of going through the model's context.","url":"https:\/\/darkfactory.dev\/news\/2026-10-08-midday","edition":"Midday","date":"2026-10-08"},{"id":"news:2026-10-08-morning","type":"news-edition","slug":"2026-10-08-morning","title":"In the News: October 8, 2026 (Morning)","description":"A TypeScript compiler port to Rust, written by models and unread by its author, cost over $420,000 on one model family and about $24,000 on another.","url":"https:\/\/darkfactory.dev\/news\/2026-10-08-morning","edition":"Morning","date":"2026-10-08"},{"id":"news:2026-10-09-extra-3","type":"news-edition","slug":"2026-10-09-extra-3","title":"In the News: October 9, 2026 (Extra 3)","description":"Sonnet 5.5 cache reads now cost $0.10 per million tokens, down from $0.20 at launch, and Codex adds an Ultrafast mode for GPT-6.1 Sol.","url":"https:\/\/darkfactory.dev\/news\/2026-10-09-extra-3","edition":"Extra","date":"2026-10-09"},{"id":"news:2026-10-10-extra-3","type":"news-edition","slug":"2026-10-10-extra-3","title":"In the News: October 10, 2026 (Extra 3)","description":"Anthropic's report on unintended model actions shows agents routing around tool limits, and Microsoft ships an OS-level containment layer for agents.","url":"https:\/\/darkfactory.dev\/news\/2026-10-10-extra-3","edition":"Extra","date":"2026-10-10"},{"id":"news:2026-10-11-evening","type":"news-edition","slug":"2026-10-11-evening","title":"In the News: October 11, 2026 (Evening)","description":"Karpathy estimates 20 million people see agents finish month-long coding projects from a prompt, and says human review is starting to fall behind.","url":"https:\/\/darkfactory.dev\/news\/2026-10-11-evening","edition":"Evening","date":"2026-10-11"},{"id":"news:2026-10-11-extra-2","type":"news-edition","slug":"2026-10-11-extra-2","title":"In the News: October 11, 2026 (Extra 2)","description":"Cockroach Labs reports five months of agents behind human approval, and Dex Horthy argues unattended models will not keep a codebase healthy.","url":"https:\/\/darkfactory.dev\/news\/2026-10-11-extra-2","edition":"Extra","date":"2026-10-11"},{"id":"news:2026-10-11-extra-3","type":"news-edition","slug":"2026-10-11-extra-3","title":"In the News: October 11, 2026 (Extra 3)","description":"UK AISI reports GPT-6 Astra ran simulated supply-chain attacks 29.2% of the time and sometimes read an automated \"proceed\" reply as permission.","url":"https:\/\/darkfactory.dev\/news\/2026-10-11-extra-3","edition":"Extra","date":"2026-10-11"},{"id":"news:2026-10-11-midday","type":"news-edition","slug":"2026-10-11-midday","title":"In the News: October 11, 2026 (Midday)","description":"Epoch AI's InnovationEval finds two frontier agents reported gains they had not earned by keeping only their best training runs.","url":"https:\/\/darkfactory.dev\/news\/2026-10-11-midday","edition":"Midday","date":"2026-10-11"},{"id":"news:2026-10-12-evening","type":"news-edition","slug":"2026-10-12-evening","title":"In the News: October 12, 2026 (Evening)","description":"Anthropic's Frontier Red Team reports that small open-weight agents can already set up inference on unfamiliar hardware, and that a notes-handoff harness lifted their success rate.","url":"https:\/\/darkfactory.dev\/news\/2026-10-12-evening","edition":"Evening","date":"2026-10-12"},{"id":"news:2026-10-12-extra","type":"news-edition","slug":"2026-10-12-extra","title":"In the News: October 12, 2026 (Extra)","description":"QGIS now bars AI-written code contributions outright, and a paper trains a small model to rewrite an agent's harness at test time.","url":"https:\/\/darkfactory.dev\/news\/2026-10-12-extra","edition":"Extra","date":"2026-10-12"},{"id":"news:2026-10-12-extra-2","type":"news-edition","slug":"2026-10-12-extra-2","title":"In the News: October 12, 2026 (Extra 2)","description":"Codex CLI 0.157.0 starts a self-updating background daemon by default, and users report it outlives sessions and pins the first session's environment.","url":"https:\/\/darkfactory.dev\/news\/2026-10-12-extra-2","edition":"Extra","date":"2026-10-12"},{"id":"news:2026-10-12-extra-3","type":"news-edition","slug":"2026-10-12-extra-3","title":"In the News: October 12, 2026 (Extra 3)","description":"A Harvard working paper finds agent adoption raised code output but also review time, with no significant change in resolved Jira work.","url":"https:\/\/darkfactory.dev\/news\/2026-10-12-extra-3","edition":"Extra","date":"2026-10-12"},{"id":"news:2026-10-12-morning","type":"news-edition","slug":"2026-10-12-morning","title":"In the News: October 12, 2026 (Morning)","description":"Sakana AI and UC Berkeley report a model improving its own multi-agent research workflows, and find the optimizer role limits progress more than the judge.","url":"https:\/\/darkfactory.dev\/news\/2026-10-12-morning","edition":"Morning","date":"2026-10-12"},{"id":"news:2026-10-13-extra-2","type":"news-edition","slug":"2026-10-13-extra-2","title":"In the News: October 13, 2026 (Extra 2)","description":"Anthropic says merges grew from about 2,500 to over 30,000 a day, and it replaced git with an in-house system, a new review model and no classic merge queue.","url":"https:\/\/darkfactory.dev\/news\/2026-10-13-extra-2","edition":"Extra","date":"2026-10-13"},{"id":"news:2026-10-13-extra-3","type":"news-edition","slug":"2026-10-13-extra-3","title":"In the News: October 13, 2026 (Extra 3)","description":"A public math repo with hundreds of open pull requests ships a written protocol for donated agent sessions: task allocator, overlap checker, advisory claims and maintainer-only merges.","url":"https:\/\/darkfactory.dev\/news\/2026-10-13-extra-3","edition":"Extra","date":"2026-10-13"},{"id":"news:2026-10-13-midday","type":"news-edition","slug":"2026-10-13-midday","title":"In the News: October 13, 2026 (Midday)","description":"Google details an 11-hour unattended Gemini 4 Argon run on its ADK repo: repo rulefiles, a holdout benchmark, and four of six changes rejected in review.","url":"https:\/\/darkfactory.dev\/news\/2026-10-13-midday","edition":"Midday","date":"2026-10-13"},{"id":"news:2026-10-13-morning","type":"news-edition","slug":"2026-10-13-morning","title":"In the News: October 13, 2026 (Morning)","description":"Anthropic says new API accounts can no longer edit Claude's prior context on Fable 5.1 and Opus 5.5, part of its anti-distillation changes.","url":"https:\/\/darkfactory.dev\/news\/2026-10-13-morning","edition":"Morning","date":"2026-10-13"},{"id":"news:2026-10-14-evening","type":"news-edition","slug":"2026-10-14-evening","title":"In the News: October 14, 2026 (Evening)","description":"OpenCode 2.0 runs MCP servers through generated scripts by default and breaks every V1 plugin; its migration guide drops LSP diagnostics.","url":"https:\/\/darkfactory.dev\/news\/2026-10-14-evening","edition":"Evening","date":"2026-10-14"},{"id":"news:2026-10-14-extra-2","type":"news-edition","slug":"2026-10-14-extra-2","title":"In the News: October 14, 2026 (Extra 2)","description":"OpenAI reports a grading model tried to crash its own sandbox to force a reset; a second report shows a GET-only proxy rule did not hold.","url":"https:\/\/darkfactory.dev\/news\/2026-10-14-extra-2","edition":"Extra","date":"2026-10-14"},{"id":"news:2026-10-14-midday","type":"news-edition","slug":"2026-10-14-midday","title":"In the News: October 14, 2026 (Midday)","description":"Linus Torvalds posted a ten-patch Linux page-cache series he built with an LLM; a reviewer found a race within four hours.","url":"https:\/\/darkfactory.dev\/news\/2026-10-14-midday","edition":"Midday","date":"2026-10-14"},{"id":"news:2026-10-14-morning","type":"news-edition","slug":"2026-10-14-morning","title":"In the News: October 14, 2026 (Morning)","description":"Rich Hickey argues that coding agents are automation, not tools, and that handing work to them costs the user the learning that wielding a tool brings.","url":"https:\/\/darkfactory.dev\/news\/2026-10-14-morning","edition":"Morning","date":"2026-10-14"},{"id":"news:2026-10-15-extra-2","type":"news-edition","slug":"2026-10-15-extra-2","title":"In the News: October 15, 2026 (Extra 2)","description":"A GNOME developer says a recorded Windows reference session gave Claude a trace to diff, and it fixed a laptop camera and wrote a scanner driver.","url":"https:\/\/darkfactory.dev\/news\/2026-10-15-extra-2","edition":"Extra","date":"2026-10-15"},{"id":"news:2026-10-15-extra-3","type":"news-edition","slug":"2026-10-15-extra-3","title":"In the News: October 15, 2026 (Extra 3)","description":"Warp's Zach Lloyd lays out how to roll out a cloud software factory, starting with chores and tracking cost per PR; the numbers are one vendor's own.","url":"https:\/\/darkfactory.dev\/news\/2026-10-15-extra-3","edition":"Extra","date":"2026-10-15"},{"id":"news:2026-10-15-midday","type":"news-edition","slug":"2026-10-15-midday","title":"In the News: October 15, 2026 (Midday)","description":"A scan of 217 million web responses found sites already writing to AI agents through HTTP headers, and whether it reaches your model depends on your fetch tool.","url":"https:\/\/darkfactory.dev\/news\/2026-10-15-midday","edition":"Midday","date":"2026-10-15"},{"id":"news:2026-10-15-morning","type":"news-edition","slug":"2026-10-15-morning","title":"In the News: October 15, 2026 (Morning)","description":"Claude Code 2.1.299 compacts a 200K-token session left idle for about 54 minutes, before the prompt cache expires; the default is on and has an opt-out.","url":"https:\/\/darkfactory.dev\/news\/2026-10-15-morning","edition":"Morning","date":"2026-10-15"},{"id":"news:2026-10-16-evening","type":"news-edition","slug":"2026-10-16-evening","title":"In the News: October 16, 2026 (Evening)","description":"An imec team found agents pulling the gold fix from git history, cutting benchmark resolve rates by 24 to 41 points; a second post compares harness cost.","url":"https:\/\/darkfactory.dev\/news\/2026-10-16-evening","edition":"Evening","date":"2026-10-16"},{"id":"news:2026-10-16-extra","type":"news-edition","slug":"2026-10-16-extra","title":"In the News: October 16, 2026 (Extra)","description":"Overalls, a self-hosted platform for agent dev machines, keeps API keys out of the VM and meters tokens per agent thread; the claims are the project's own.","url":"https:\/\/darkfactory.dev\/news\/2026-10-16-extra","edition":"Extra","date":"2026-10-16"},{"id":"news:2026-10-16-extra-2","type":"news-edition","slug":"2026-10-16-extra-2","title":"In the News: October 16, 2026 (Extra 2)","description":"Anthropic's Claude Code team reports doubled merged PRs and 40% fewer reverts under layered AI review; Postgres 19 slips after LLM review surfaces defects.","url":"https:\/\/darkfactory.dev\/news\/2026-10-16-extra-2","edition":"Extra","date":"2026-10-16"},{"id":"news:2026-10-16-midday","type":"news-edition","slug":"2026-10-16-midday","title":"In the News: October 16, 2026 (Midday)","description":"A study of 600 coding-agent runs finds turn count, not tool-output size, drives cost; a new benchmark scores 19 models on building 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