Google Developer Knowledge API: Connect Coding Agents to Official Docs
Choose MCP, gcloud or the API for Google documentation retrieval. Set up access, handle answer quotas and account for SDK-reference gaps.
Blog
Notes on building reliable AI products.
Claude Haiku 5.5 in GitHub Copilot: Access, Pricing and Admin Controls
Check Claude Haiku 5.5 availability in GitHub Copilot, the 100K-token price boundary, inherited model policies and AI Credit budget controls.
Claude Opus 4.1 on Bedrock: Extended Access and the January 8 EOL
Claude Opus 4.1 enters Bedrock extended access on October 8. Plan migration before January 8, 2027, with access, routing, compatibility and pricing checks.
Claude Compliance API Adds Unified Chats: Enterprise Export Guide
Export unified Claude chats with cloud tool records. Check Enterprise beta access, endpoint routing, parser limits and archive coverage.
Claude Managed Agents: Configure Web Search and Fetch Allowlists
Configure Claude Managed Agents web retrieval under limited networking: align host and tool-domain lists, diagnose failures, and check source coverage.
Microsoft Execution Containers Go GA: Windows Agent Boundaries and Local-Model Readiness
Choose an MXC backend, size a local MAI coding pilot and separate October’s planned Copilot routing from containment available now.
Google’s Patent-Lawyer Study: Measure AI Output and Human Judgment Separately
Google’s patent-lawyer study separates AI-assisted drafting gains from unaided judgment. Here is how to evaluate output, efficiency and professional learning.
GitHub AI Secret Detection: Alerts, Push Protection and Review Costs
Compare GitHub AI secret detection across included alerts, push protection and Copilot review: preview access, billing owners and rollout controls.
GitHub Copilot Local Sandboxing Is GA: Defaults, Limits and Team Rollout
A team guide to GitHub Copilot local sandboxing: client defaults, platform limits, credential access and enterprise controls before increasing agent autonomy.
Claude SDK Toolsets: Build Browser and Desktop Drivers With Clear Permissions
A practical guide to Claude’s browser and computer SDK toolsets: driver implementation, URL and file policies, approvals, isolation and failure handling.
Claude Max and Team API Credits: What They Cover and How to Claim
Claude Max and Team now include monthly API credits. Check eligibility, the $500 Team cap, claiming steps, expiry and prototype-budget examples.
Claude Haiku 5.5: Pricing, Token Thresholds and Migration Changes
Decide whether to migrate from Haiku 4.5: compare two-tier prices, recount prompts and check thinking, tool use, refusals and stored-session behavior.