2+ day, 9+ hour ago   (223+ words) Learn in this article how to treat LLM output as unknown until runtime schema validation proves it safe for typed application logic. The practical goal is a pipeline in which model output becomes domain data only after passing a runtime…...

4+ day, 8+ hour ago   (700+ words) Three primitives matter here: Before touching any code, it's worth naming these explicitly, because the hands-on steps below each map to one of them. The first three are about who can operate the system. The fourth is about whether the…...

4+ day, 9+ hour ago   (733+ words) Deploy agentgateway as a security proxy between Goose AI agents and Quarkus MCP servers to enforce JWT auth, RBAC, and tool-poisoning guardrails. This article answers those questions by placing agentgateway — the Linux Foundation's open-source proxy for agentic AI traffic — between…...

4+ day, 10+ hour ago   (800+ words) Fifteen years in, and the conversation I have most often with security leads still starts the same way: how's your perimeter, how's your endpoint coverage, how's your SOC staffed? Almost nobody opens with "how's your pipeline." That's the gap I…...

5+ day, 11+ hour ago   (708+ words) Single AI agents fail during incidents. Four specialized agents — supervisor, telemetry, reasoning, action — handle observability more reliably. Usually it doesn't fail catastrophically. It fails quietly, in ways that are hard to debug. And quiet failures during incident response are the…...

5+ day, 15+ hour ago   (270+ words) Every email authentication control is really a DNS record, so most email security failures are DNS mechanics, not protocol misunderstandings. Every email authentication control you deploy is a DNS record. Not "backed by" DNS, not "uses" DNS. It is a…...

6+ day, 8+ hour ago   (696+ words) Past ~20-30 tools, sending every schema every turn hurts cost and accuracy. A lexical scorer plus a registry-search hatch fixes most of it — no embeddings needed. I stumbled onto this pattern while building agents with Deep Agents, watching a tool registry…...

6+ day, 11+ hour ago   (353+ words) AI incidents don't follow the security playbook: no CVE, no patch, and evidence that vanishes in minutes unless you've planned ahead. Every mature engineering team has a Security Incident Response Plan, refined over years of postmortems. But when the incident…...

1+ week, 2+ day ago   (1155+ words) Agentic clients via MCP are a new human interface to old software. They are an appealing choice: they use native language. But it is not always the wise approach. Traditional enterprise UX has two unsatisfying answers: build heavyweight forms that…...

1+ week, 2+ day ago   (424+ words) Nine seconds. That's how long it took an AI coding agent to delete a production database and its backups at PocketOS, a car-rental software vendor, in April 2026. By founder Jer Crane's account, an AI coding agent hit a credential mismatch…...