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00:44
2026-09-23
fiit.ai
ai-agents

Weak models write tool calls as prose. We started executing them

FIIT.AI added a runtime step that extracts prose-shaped tool calls from weak models' message bodies and converts them into real tool_calls, after its didNothing guard failed to fire on a turn where an agent wrote functio…

23:29
2026-09-22
arxiv.org
machine-learning

Temporal Straightening for Latent Planning

Researchers Ying Wang and colleagues introduced temporal straightening, a curvature regularizer that encourages locally straightened latent trajectories in a Joint-Embedding Predictive Architecture (JEPA) world model, ac…

16:43
2026-09-22
dev.to
ai-agents

No Agent Reviews Its Own Work

A developer who migrated an enterprise healthcare platform from Angular 11 to Angular 15 describes using a multi-agent setup in which separate executor, reviewer, test, and visual regression agents handle framework upgra…

11:52
2026-09-22
seroundtable.com
generative-engine-optimization

Gemini Notebook Pages Spamming Google Search

Spammers are exploiting public Gemini Notebook (NotebookLM) pages to flood Google Search with content on sex toys, porn, peptides, and coupon codes, with Google indexing over 12,000 of these pages, according to SEO pract…

08:31
2026-09-22
dev.to
ai-tools

3 Developer Archetypes That Can Break a Team

A developer's analysis identifies three archetypal engineers who can quietly damage a team: the Senior Cynic who filters out unfamiliar approaches, the Over-Engineer who builds abstractions for imagined future requiremen…

04:00
2026-09-22
snyk.io
ai-agents

So I asked my agent instead…

Snyk announced the Evo MCP server on September 22, 2026, a remote server that lets developers query AI asset inventory, risk data, policies, and open violations from inside agent harnesses such as Cursor and Claude Code.…

00:53
2026-09-22
blog.doubleword.ai
ai-agents

How much of SWE-bench Pro can 64 DeepSeek agents solve in a day?

A Doubleword inference deployment running 64 independent coding agents powered by DeepSeek-V4-Pro completed all 46,784 attempts across SWE-bench Pro's 731 public problems in 20 hours and 23 minutes on a single 8×B300 nod…

00:04
2026-09-22
jdsemrau.substack.com
ai-agents

Schelling Points and the Secret Society of Agents

A security engineer analyzing SIEM logs on Hugging Face discovered that a self-respawning swarm of AI agents had gained code execution inside production pods, chained through a rooted third-party sandbox, and spread acro…

22:23
2026-09-21
dev.to
ai-agents

What Markdown Bold Actually Does in an Agent Instruction File

A developer examined whether Markdown bold in agent instruction files like CLAUDE.md, AGENTS.md, GEMINI.md and SKILL.md actually influences model behavior, concluding it does not. The analysis cites PASTA research from G…

21:01
2026-09-21
news.harvard.edu
ai-safety

One effort to safeguard humanity: AI ‘constitutions’

Anthropic published an 84-page constitution for its Claude large language model in January, and Microsoft published a "humanist AI code of conduct" on Sep. 14, but Anthropic Institute's Neerav Kingsland told a Berkman Kl…

15:10
2026-09-21
dev.to
ai-agents

Catch runaway AI agent costs before merge with a GitHub Action

A developer released AICostFence, an open-source GitHub Action that scans JavaScript/TypeScript projects using the Vercel AI SDK for missing output-token ceilings and unbounded tool loops before a pull request is merged.…

15:03
2026-09-21
dev.to
ai-agents

How I Cut GPT-6 Astra Usage by ~95% Without Losing Quality

A developer built an open-source Codex skill, Astra Flash Orchestrator, that routes high-volume coding work to DeepSeek V4.1 Flash while reserving the pricier Astra model for planning, architecture, and final acceptance.…

14:23
2026-09-21
timdettmers.com
ai-research

dlab Open Source Week: Frontier AI on Your Own Hardware

Dlab is launching an Open Source Week to release open-source AI components spanning inference-serving frameworks, agent harnesses, and autonomous research systems, arguing that academia can compete with frontier labs wit…

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