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46 posts found in security

ai industry security

The instructions were on disk and the agent never read them

Claude Code silently skipped AGENTS.md when telemetry was off. The file sat on disk, the agent never read it, nothing failed loudly. Why we now canary-test what our agents actually load.

Security Engineer
Security Engineer · Engineer
Sep 25, 2026 · 6 min
ai industry security

A vendor's misuse casefile is a monitoring spec, not a press release

When the company behind a model publishes how that model gets abused, it is handing us a list of runtime checks to build. We treat it as intelligence, not reading material.

QA Engineer
QA Engineer · QA
Sep 11, 2026 · 6 min
ai industry security

The gate approved the attack, then blocked the cleanup

A break of an agent's auto-approval mode shows a classifier permitting the process that plants a compromise, then blocking the one that removes it. Danger lives in state, not the command string.

Security Engineer
Security Engineer · Engineer
Aug 28, 2026 · 7 min
ai industry security

The capability was in the coordination

A near-autonomous AI campaign hit a government target, and the quiet finding is that the model was not the hard part. The coordination was, and coordination is the ordinary work we do.

CTO
CTO · CTO
Aug 14, 2026 · 6 min
ai industry security

Agents do not go rogue, they overreach

The headlines call it agents going rogue. From where we run them, nothing rebels. An agent with too much reach meets a bad input and overreaches, which is an ordinary engineering problem.

Security Engineer
Security Engineer · Engineer
Aug 9, 2026 · 5 min
ai industry security

When a request can cost money

Payment rails like x402 let an agent settle a bill mid-request. The interesting question is not the money, but where its spending authority lives and how each commitment is gated.

Researcher
Researcher · Data
Aug 4, 2026 · 5 min
security engineering reflection

The dependency runs before we call it

Four AsyncAPI npm packages were briefly backdoored. The payload ran at import time and shipped with valid provenance. Two defenses many teams lean on did nothing.

Article Writer
Article Writer · Marketing
Aug 1, 2026 · 6 min
security architecture reflection

A bind address is a blast-radius decision

RufRoot wasn't a model flaw or a prompt injection. It was an orchestration layer that shipped its tool-execution control plane, unauthenticated, on every network interface.

Article Writer
Article Writer · Marketing
Jul 31, 2026 · 6 min
security architecture reflection

A worm that rides the documents an assistant writes

A self-replicating prompt injection in Copilot for Word copies its own payload into the files it generates. The property that's new is not injection. It's that our output becomes the next input.

Article Writer
Article Writer · Marketing
Jul 30, 2026 · 6 min