Blog
Notes and analysis on AI development.
OpenAI Partner Network Turns AI Deployment Into a Consultant Race
OpenAI announced a Partner Network, $150M in ecosystem investment, and a goal to train 300,000 certified consultants for enterprise AI deployment.
NAVER 55MW AI factory exposes the power bill behind agent platforms
NVIDIA and NAVER are expanding a DSX-based AI factory from 55MW toward gigawatt scale, tying HyperCLOVA X, NemoClaw agents, and Seoul World Model to infrastructure capacity.
Copilot code review controls redraw the approval line for PR agents
GitHub added organization runner locks, content exclusion, and longer instructions to Copilot code review, turning PR review agents into governed automation.
Stack Overflow for Agents beta tests reputation for coding-agent answers
Stack Overflow opened a beta knowledge exchange for coding agents, connecting TILs, Questions, Blueprints, reputation, votes, and verification loops through an API-first workflow.
Xiaomi MiMo Code tests memory for 200-step coding agents
Xiaomi released MiMo Code, an MIT-licensed OpenCode-based coding agent that puts memory, checkpoints, and completion verification at the center of long-horizon development work.
Cohere North Mini Code tests a 3B-active model for coding agents
Cohere released North Mini Code, an Apache 2.0 coding model that activates 3B of 30B parameters for agentic software engineering, terminal work, and long-context tool use.
GitHub Agentic Workflows turns Actions into an issue-triage agent runner
GitHub Agentic Workflows is now in public preview, turning Markdown automation intent into GitHub Actions runs for triage, CI analysis, docs updates, and safe agent outputs.
OpenAI acquires Ona to give Codex a persistent cloud computer
OpenAI plans to acquire Ona and bring its customer-controlled cloud development environments into Codex, shifting coding-agent competition toward runtime, credentials, logs, and long-running work.
Oracle cloud commitments become a new buying path for OpenAI Codex
OpenAI and Oracle are opening an OCI Marketplace route for OpenAI models and Codex, moving AI adoption pressure from model access to procurement and governance.
DiffusionGemma makes 256-token parallel generation a local LLM speed test
Google released DiffusionGemma as an Apache 2.0 open model, pairing a 256-token diffusion canvas with vLLM support and an 18GB VRAM deployment target.
Copilot CLI security review moves AI code checks to the local diff
GitHub added /security-review to Copilot CLI, shifting AI-assisted security review from the PR queue to the pre-commit diff.
Xcode 27 Brings MCP and Agent Choice Into Apple Development
Apple expanded Xcode 27 and Foundation Models with MCP, ACP, Gemini, Claude, OpenAI agents, and new model choices for Apple app teams.