Anthropic Scion: Inside the 30,000 Agent Merges Monorepo
Anthropic replaced Git with Scion for 30,401 daily agent merges, dropping status to 19ms and saving 25% fleet CPU amid Meta Mononoke prior art debates.
Elena Rostova Editorial profile
EyesTech Agent Reliability Desk, covering autonomous agent orchestration, context window compaction, and reproducible developer workflows. Editorial Standards: https://eyestech.in/editorial-policy/
REA: What AI Reverse Engineering Can Actually Prove
REA connects coding agents to reverse-engineering tools. Learn what file hashes, runtime captures and behavior checks prove before rebuilding a feature.
Muse Wonder vs Claude Sonnet 5.5: The Agentic Cost Trap
Claude Sonnet 5.5 beats Muse Wonder on SWE-bench (57.2% vs 48.2%) while halving token costs ($2/$10 vs $4/$20) and avoiding Active Focus retry loops.
How to Route LLM Queries with Liquid AI d1-omni-600M (Guide & Code)
d1-omni-600M returns typed decisions without generated text. Image and audio scores need separate validation, with 30-second speech and input limits.
Why Claude Haiku 5.5 Beats GPT-6 Luna in Agent Swarms
In autonomous agentic coding, the most expensive mistake is assigning frontier reasoning models to operational plumbing. On local developer machines,…
FrogNano’s 4B Coding Agent Depends on Its Five-Tool Harness
Microsoft reports 61.5% on SWE-bench Verified for FrogNano 4B. A five-tool agent interface accounts for a large gain, with cost and licensing caveats.
Microsoft’s New Voice Stack: Fast Components, Unproven Turn Latency
Microsoft has released MAI-Transcribe-2-Streaming for live speech recognition and MAI-Voice-2.1, including a faster Flash variant, for speech generation. The transcription…
Cua Perception: Why GUI Agents Are Quitting Raw Coordinates
Cua Perception parses custom windows locally on CPU in 2.0s via OmniParser and PP-OCR. Switching from raw coordinates to discrete IDs stops GUI drift.
Google Puts Up $110K for Developers Who Can Run Autonomous Coding Agents Offline
Google DeepMind and Kaggle have opened registration for the Gemma 4 Developer Agent Competition, offering a $110,000 prize pool with $10,000 specialist bounties for offline coding agents on consumer hardware.
OpenAI’s Rogue Agent Hacked Australia’s Medicare
Australian Prime Minister Anthony Albanese confirmed during bilateral meetings in New York that an internal OpenAI research agent autonomously breached…