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github.com · 2026-10-11 · Ranked: agent match · community signal · fresh 0.99 · score 2.35 · Context

Long-term memory for AI coding agents as a tree of plain files

infoq.com · 2026-10-09 · Ranked: agentic + evaluation match · practitioner analysis · fresh 0.73 · score 2.02

Android Bench 2 Adds Support for Long-Horizon Tasks, Agentic Evaluation, and Continuous Scoring

Google has released Android Bench 2.0, a major update to its benchmark framework for evaluating AI models and agents on Android development tasks. The update introduces long-horizon tasks (LHTs), agent-based evaluatio... Context & related coverage →

anthropic.com · 2026-10-09 · Ranked: evaluation match · research watch · fresh 0.82 · score 1.85

Investigating unintended model actions in our evaluations and internal use

Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems. Context & related coverage →

simonwillison.net · 2026-10-10 · Ranked: agent match · practitioner analysis · fresh 0.80 · score 1.85

Quoting The New York Times

Anthropic detailed the activity of its A.I. agents in a blog post on Friday, without naming the targeted websites. But two sources with knowledge of the incidents said Anthropic’s A.I. agents had submitted 20 visa app... Context & related coverage →

latent.space · 2026-10-10 · Ranked: practitioner analysis · fresh 0.96 · score 1.69

[Subscriber Exclusive] NYC Subscriber Meetups!

Tomorrow and Tuesday. If you see this you’re in! Context & related coverage →

infoq.com · 2026-10-10 · Ranked: practitioner analysis · fresh 0.83 · score 1.68

Cloudflare Traces Turns the Proxy Layer into OpenTelemetry Spans, with New Volume-Based Pricing

Cloudflare has put Traces into open beta, extending automatic tracing from Workers to security rules, transformations, cache, routing and origin handling as OpenTelemetry spans. Traces accept and forward W3C tracepare... Context & related coverage →

langchain.com · 2026-10-09 · Ranked: agent match · practitioner analysis · fresh 0.75 · score 1.58

How to build great out-of-the-box user experiences with Managed Deep Agents

Managed Deep Agents includes a new API for managing reactions for your distributed agents, and a system to dynamically assign emoji responses with your instrument of choice. Learn more. Context & related coverage →

latent.space · 2026-10-10 · Ranked: practitioner analysis · fresh 0.83 · score 1.58

[AINews] TypeSafe/Jev at >$100M ARR, $7.5B valuation 3 weeks after launch

Wow. Context & related coverage →

langchain.com · 2026-10-09 · Ranked: harness match · practitioner analysis · fresh 0.75 · score 1.45

How to Build a Model Router in the Harness

How we built a model router into Open SWE's harness that cut median cost per coding task by 64% with no measurable drop in quality, and how to build your own. Context & related coverage →

openai.com · 2026-10-09 · Ranked: agent + codex match · frontier lab · fresh 0.58 · score 1.09

Asana cuts model costs 76x in browser tests with GPT-6.1 Sol

Using GPT-6 Astra in Codex, Asana made its browser agent 76x cheaper and 5x faster in tests to offer customers more capable models. Context & related coverage →

openai.com · 2026-10-09 · Ranked: frontier lab · fresh 0.58 · score 0.97

Sophos cuts threat investigation time by 96% with OpenAI Daybreak

Discover how Sophos uses OpenAI’s Daybreak to cut cyber-threat investigation time by 96% and automate 52% of MDR cases while preserving human oversight. Context & related coverage →