a16z and Accel led a round topping $2B that values Cognition at $48B, after Devin run-rate revenue jumped from $492M in May to nearly $900M. The agent lab says Auto-Triage, Security Swarm, and event-driven Automations are pushing customers from chat tasks to proactive agent fleets.
Corgi runs multiple coding agent sessions side by side with a live activity feed, a jump to next unread agent shortcut, a unified launcher with session search and usage tracking, and image paste that works over SSH. The solo developer says multi machine remoting is next; Windows works via WSL2…
The 33B dense model from BOSS Zhipin's Nanbeige lab self reports 80.9 on Terminal Bench 2.1 and 65.5 on DeepSWE versus 73.0 and 42.5 for Qwen3.8 27B, though Qwen still edges it on SWE Bench Pro (61.7 to 60.3). It runs on vLLM or SGLang with Qwen3 tool call parsing, and the scores are the lab's own, so test it on your repos before swapping your local coding agent (MarkTechPost)…
The Information reports Replit moved most of its AI spend to OpenAI for more than 30% off a $100M+ a year contract after Anthropic ended its discount, Rippling's OpenAI share of coding work rose from 16% to 52%, and DataCamp says its costs fell 80 to 90%. Claude is still selectable in Replit, but OpenAI is now the default, so if you build on Replit Agent, expect GPT models unless you pick otherwise…
Built on Qwen3 14B with 6 base DNA tokens in the same stream as text, it predicts variant effects, regulatory regions and next bases, averaging 66.7% on five DNA benchmarks (self reported, just behind GPT 6.1 Sol at a tiny fraction of the cost) and fitting on one 80 GB GPU or a 15.8 GB Q8 GGUF. It ships a carbon dna skill for coding agents, but it isn't clinically validated, so keep it to research (MarkTechPost breakdown)…
Shown on HN Oct 23, the 11 tool server reads notes (checklists, tables, tags, OCR'd attachment text) as Markdown from a read only database and writes changes character by character through Apple's private NotesShared framework, refusing an edit if the note changed since your agent read it and keeping 20 backups. It needs macOS 26+ on Apple silicon plus Full Disk Access, and it's a brand new one person project, so try it with brew install cask xiaofeng han/tap/apple notes mcp and consider the Read Only tool preset first…
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