Blog
Notes and analysis on AI development.
In 14 AI coding sessions, zero first prompts asked for security
A SOUPS 2026 paper observed that AI coding assistants push security from upfront requirements into after-the-fact review.
Snowflake CoCo puts 7,100 accounts on governed agents
Snowflake expanded CoCo with Cloud Agents, SDKs, Slack, and Datastream, moving coding agents into Snowflake RBAC and audit controls.
Cloudflare Agents SDK 0.14 Adds Recovery for Interrupted Agent Work
Cloudflare Agents SDK 0.14 adds Agent Skills, Telegram messenger support, scheduled tasks, ThinkWorkflow, and hardened recovery for durable agents.
Copilot app expands with canvases for agent work
GitHub expanded the Copilot app technical preview with canvases, worktrees, browser validation, cloud sessions, and new cost questions.
Foundry Hosted Agents near GA with per-session sandboxes
Microsoft Foundry expanded its agent operations layer with hosted agents, Toolboxes, procedural memory, and Agent Optimizer.
Postman AI Engineer brings API contract checks into pull requests
Postman introduced AI Engineer, an API-aware agent that uses Context Graph, sandboxed execution, and PR QA to review API contracts.
Work IQ APIs reach GA on June 16, setting Microsoft 365 agent pricing
Microsoft Work IQ APIs reach GA on June 16 with M365 context, 10 generic tools, Copilot Credits pricing, and ACS control points.
Copilot Usage Billing Is Live, and Code Review Now Spends Actions Minutes
GitHub Copilot moved to AI Credits on June 1. Copilot code review now consumes both AI Credits and GitHub Actions minutes.
MAI-Thinking-1 35B Shows Microsoft Reducing Its OpenAI Dependence
Microsoft introduced MAI-Thinking-1 and seven in-house MAI models, bringing 35B active reasoning, 256K context, and Foundry private preview into focus.
GitHub Copilot automations turn cloud agents into scheduled PR workers
GitHub Copilot cloud agent automations add scheduled and repository-event triggers, with sandboxing, model policy, and AI Credits billing attached.
Anthropic Expands Project Glasswing to 150 Organizations as Mythos Turns Vulnerability Discovery Into a Patch Bottleneck
Anthropic expanded Project Glasswing to about 150 new organizations. The hard part is shifting from Claude Mythos findings to validated disclosures, patches, and deployments.
Microsoft MXC previews agent isolation for Windows and Copilot CLI
Microsoft used Build 2026 to frame Windows as an AI agent runtime with MXC, Windows 365 for Agents, Agent 365 identity, and Aion local models.