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AI and Prompt Engineering News, Updated Daily
Daily coverage of model releases, agent tooling, LLM inference and routing, and prompt-engineering technique, written for people shipping with these models.
AgentsOct 21, 20262 min read
Microsoft: Treat AI Agents as Insider Threats
Microsoft is formally advising enterprises to monitor AI agents the same way they monitor insider threats, citing frontier models as fundamentally untrustworthy in uncontrolled environments. Here is what that means for teams shipping agentic features today.
AgentsJul 18, 20262 min read
Capital One's VulnHunter Shows Where Enterprise Security Agents Are Landing
Capital One has shipped VulnHunter, an agentic AI tool purpose-built to find code security vulnerabilities at scale. It is one of the clearest signals yet that enterprise AI agent deployments are converging on narrow, high-stakes workflows rather than general-purpose automation.
AgentsJul 15, 20264 min read
The Agentic Memory Stack Is Fracturing: What Builders Need to Know Now
Three converging signals this week reveal a maturing but fragmented agentic infrastructure: knowledge-graph memory tools are too heavy for most use cases, Vint Cerf is drafting identity standards for agents on the open internet, and OpenAI is telling enterprises to measure ROI in 'useful work per dollar.' Here is what the stack actually looks like right now.
AgentsJul 2, 20262 min read
ScarfBench Tests AI Agents on Real Enterprise Java Migrations
IBM Research's ScarfBench gives AI agents a concrete, high-stakes coding task: migrating enterprise Java frameworks. Here is what the benchmark reveals about where agents actually stand on production-grade refactoring work.