Blog
Notes and analysis on AI development.
177,000 MCP Tools Show AI Agent Risk Has Moved to the Action Layer
AISI analyzed 177,436 MCP tools and found agent tooling shifting from reading and analysis toward file edits, browsers, payments, and other actions.
ChatGPT ads reach five markets, and answer trust is the test
OpenAI introduced ChatGPT Ads Manager, CPC bidding, conversion measurement, and a pilot in the UK, Mexico, Brazil, Japan, and Korea. The hard question is where AI answers end and ads begin.
AWS AI Security Framework sets a baseline for agent authority
The AWS AI Security Framework separates answering, connected, and acting AI, making agent identity, tool authorization, and observability the new security baseline.
GitHub accessibility agent learned its limits across 3,535 PRs
GitHub accessibility agent pilot shows what AI code review needs when quality assurance depends on data, escalation gates, and human judgment.
Hermes Agent turns the local PC into a learning agent runtime
NVIDIA is positioning Nous Research Hermes Agent on RTX and DGX Spark as a local, always-on self-improving agent runtime.
Codex Moves to the Phone as Coding Agents Get a New Control Plane
OpenAI Codex mobile preview shows the coding-agent race moving from model capability toward approvals, remote execution, and cost boundaries.
Cursor Cloud Agents Expose the New Bottleneck in Dev Environments
Cursor introduced cloud agent development environments. The coding-agent race is moving from model quality to multi-repo workspaces, secrets, audit logs, and egress control.
AWS puts Chrome policies on a leash for browser agents
AWS AgentCore Browser moves browser-agent security from prompts into Chrome enterprise policies, custom root CAs, and auditable runtime controls.
Grok Build puts xAI into the coding-agent runtime race
xAI Grok Build Early Beta shows the coding-agent market moving from model benchmarks toward plans, approvals, extensions, parallel agents, and runtime control.
ChatGPT can now read bank accounts, and personal finance AI becomes a data boundary problem
OpenAI launched a ChatGPT Finances preview with Plaid account linking. The bigger story is how AI agents earn access to sensitive financial context.
Berget Code puts a 150 euro price on sovereign AI coding
Berget Code turns the AI coding-agent market into a data-residency, jurisdiction, and procurement question for European teams.
SoundHound OASYS turns voice AI into an operations layer
SoundHound OASYS frames voice agents as a self-learning operations layer across phones, cars, kiosks, stores, and customer workflows.