Blog
Notes and analysis on AI development.
WaveSpeed’s 260-model LLM API moves model choice into the routing layer
WaveSpeed now exposes GPT, Claude, Gemini and 260+ LLMs through one OpenAI-compatible API. Here is what that means for multimodal agents, routing, cost, and trust boundaries.
Agent Room gives coding agents a small room to wake each other
Agent Room combines MCP rooms and CLI stop hooks so Claude Code, Cursor, Codex, and Gemini can collaborate asynchronously around one shared transcript.
Malta makes ChatGPT Plus a national AI access experiment
OpenAI and Malta’s AI for All program bundles AI literacy with one year of ChatGPT Plus or Microsoft 365 Copilot access.
The New AI App Vulnerability Is Configuration
Microsoft found exposed AI apps, 15% unauthenticated MCP servers, and Mage AI and kagent cases where defaults became real attack paths.
Copilot Memory now remembers the developer
GitHub Copilot Memory user preferences show coding agents moving from answer quality toward persistent context, work habits, and trust management.
Cloudflare Cut 1,100 Jobs, and Agent Usage Became an Org Chart
Cloudflare tied a 600% jump in internal AI use to a 1,100-person workforce reduction. The important story is how agent metrics are entering operating models.
The new bottleneck in AI document extraction
Airia Form Review Step adds human review and audit trails before AI-extracted document data becomes a system-of-record entry.
Anthropic and Gates Foundation's $200M public-good AI experiment
Anthropic and the Gates Foundation's $200 million partnership is an experiment in deploying Claude as public-good infrastructure for health, education, and agriculture.
Grok Code Fast 1 Exits Copilot, and Model Routing Becomes the Risk
GitHub removed Grok Code Fast 1 from Copilot while xAI redirects the retired slug to Grok 4.3. The real issue is coding-agent model routing, cost drift, and operational control.
Copilot code review double billing makes AI review a CI cost
GitHub Copilot code review will consume both AI Credits and Actions minutes from June 1. AI review is becoming an operational CI workload.
AI Agent Index exposes the transparency gap behind 25 agents
The 2025 AI Agent Index finds that 25 of 30 deployed agents do not disclose internal safety results as autonomy moves faster than public evidence.
Collibra AI Command Center moves agent audits into real time
Collibra AI Command Center turns agent sprawl into a real-time governance problem spanning registry, validation, traceability, and regulatory evidence.