2026-08-17
A security fix written by GitHub's Copilot Autofix and merged into a Snowflake repository on June 18, 2026 stripped out a sanitized input pattern and left the company's CI/CD pipeline open to command injection, and five days later, an autonomous AI research agent found the hole, exploited it, and pulled working Jira credentials out of a GitHub Actions runner, Wiz Research disclosed on Au [...]
2026-08-17
These essays were supposed to be about architecture. Read them back and notice what they actually did: they kept issuing rules. Approvals are not data; verifications are. Govern by consequence. Do not promote the model; promote the workflow. A consequence that does not change the next run is only an incident, not learning. Rules stated that flatly are not tips. They are articles. And somewhere in [...]
2026-08-17
A company builds a governed context layer specifically to stop its AI agents from confidently giving wrong answers. Once that layer is live, the company is more than twice as likely to report the failure happening — not less.In the past six months, 68% of enterprises have traced a confident but wrong AI agent answer to missing or inconsistent business context. Thirty-seven percent say it happene [...]