News and engineering notes from across the AI field — agents, inference infrastructure, model releases, and the patterns worth paying attention to. Updated weekly.
How agentic AI moves from decision support to autonomous execution in manufacturing and logistics. Real ROI and what breaks.
88% of agent pilots never reach production. Of those that do, 19% never pay back. Here is what the 2026 data says about real agent ROI.
Build an evaluation pipeline for AI agents with DeepEval and LangSmith, from setup to CI/CD.
CISA and NSA say agent deployments are over-privileged and under-monitored. We break down the signal from the noise.
Salesforce Headless 360, Okta's agent identity, Microsoft ADK 1.0, and Google Java ADK signal a structural shift.
OpenAI ships sandboxing and native harnesses, Anthropic drops Opus 4.7, Claude Code hits enterprise readiness.
OpenAI, Google, and Anthropic shipped major agent updates in April. The data shows why the pilot-to-production gap persists — and what actually ships.
Pair with one of our solutions architects. Two weeks from kickoff to a deployed, evaluated, observable agent in your stack.