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News
Google Brings Mechanize???s AI Coding Talent to DeepMind. What Happened to the Reported $1.5 Billion Deal?
1+ day, 16+ hour ago (1654+ words) Google has completed a talent deal with Mechanize, a startup that builds training environments for AI coding agents, according to Business Insider. Mechanize co-founder and former CEO Tamay Besiroglu has joined Google DeepMind as a research scientist. More than a…...
DeepSeek V4.1 Flash vs Qwen3.8-27B: Coding, Vision and Real Cost
4+ day, 6+ hour ago (1068+ words) Qwen3.8-27B completed all eight trials in our small test; DeepSeek V4.1 Flash completed seven and had the lower bill. DeepSeek’s miss was a tool-cursor mistake, while both models passed the coding and chart tasks. We ran four original tasks twice on each…...
Agent Builder Migration Guide: Agents SDK or ChatGPT Workspace Agents
3+ week, 1+ day ago (717+ words) Migration verdict: export immediately, then choose one destination based on who must own the runtime. OpenAI has deprecated Agent Builder and scheduled it to shut down on November 30, 2026. The supported paths are the code-first Agents SDK or ChatGPT Workspace Agents…...
OpenCode + Local LLMs: Safe Coding Agent Guide
3+ week, 2+ day ago (1632+ words) Stable OpenCode 1 + Ollama is the primary path. LM Studio and llama.cpp are practical alternatives. OpenCode 2 is treated separately as beta. Downloads: publication-ready PDF · disposable companion lab ZIP This edition was tested on 21 August 2026 with: The test established all of…...