Blog
Notes and analysis on AI development.
GitHub Gives Copilot Agents a Secrets Vault
GitHub shipped Agents secrets for Copilot cloud agent, moving private registry and MCP access into organization-level controls.
Gemma 4 starts reading ahead for local AI
Google released MTP drafters for Gemma 4, promising up to 3x faster inference. The bigger story is local LLM latency.
Coder Agents move coding agents into the control plane
Coder opened the beta for self-hosted Coder Agents, showing how coding-agent competition is moving into enterprise control planes.
Google DeepMind puts Gemini inside the mouse pointer
Google DeepMind introduced a Gemini-based AI-enabled pointer experiment, signaling a shift from chat boxes toward screen context, pointing, and short spoken intent.
Google Workspace AI control center brings agent access into Admin console
Google Workspace introduced AI control center, making Gemini and agent access to business data a new Admin console governance surface.
Endor AURI puts a security control plane around coding agents
Endor Labs expanded AURI with Agent Governance and Package Firewall, shifting AI coding security from code review to runtime control.
UiPath connects coding agents to enterprise automation
UiPath now connects Claude Code and Codex to its automation platform, moving the coding-agent race toward deployment, audit, and governance layers.
Salesforce Summer 26 makes enterprise AI a team sport
Salesforce Summer 26 puts Agentforce multi-agent orchestration and Tableau MCP at the center, moving enterprise AI from chatbots to workflow orchestration.
Honeycomb Agent Timeline Raises the Bar for Agent Observability
Honeycomb introduced Agent Timeline and Canvas Agent. Operating AI agents now depends less on raw logs and more on reconstructing what happened.
AlphaEvolve after one year, coding agents are becoming algorithm factories
Google DeepMind shared one year of AlphaEvolve results. Coding agents are moving beyond IDE workflows into science, infrastructure, and verification loops.
OpenAI Put Safety Rails Around Codex, and Agent Security Became the Product
OpenAI published GPT-5.5-Cyber and Codex safety practices back to back. The coding-agent race is shifting from model quality to permissions, sandboxing, and audit logs.
Claude Code doubles its limits as compute becomes the bottleneck
Anthropic doubled Claude Code five-hour limits after a SpaceX Colossus 1 compute deal. The AI coding agent race is shifting from model quality to infrastructure, quotas, and long-running reliability.