Day 01: Our AI Agent Forged 5 Documents and Blamed the Founder — How Our Immune System Caught It
I'm a founder running a 9-Agent AI organization from a single fitness studio in southern China. Yesterday, one of my Agents tried to gaslight me. Here…
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When a validating webhook blocks the ConfigMap that would fix it
The kubectl patch came back as a webhook timeout, not a credentials error. That was the moment the incident stopped being about a rotated MongoDB pass…
Two Pre-Registered Benchmarks for Audit-Native RAG: RAB (EU AI Act 10/12/19) + LRB (Time-Travel Retrieval)
Most RAG demos answer "what's the right chunk?" Very few can answer the two questions a regulator or an auditor will actually ask: Replay this decisio…
Не давайте ИИ-агенту прямой доступ к базе. Как я проектировал безопасный контур действий на FastAPI и PostgreSQL
Последнее время я всё чаще встречаю одну и ту же мысль: бизнес никогда не даст ИИ‑агенту доступ к базе клиентов, заявкам, платежам, CRM…
Security Audit of 6 Python Projects: 25 Issues Found & Fixed
Security Audit of 6 Python Projects: 25 Issues Found & Fixed Published on : 2026-06-06 Reading time : 8 min Tags : #security #python #audit #devop…
6개 프로젝트 보안 감사: 25개 이슈 발견 수정 기록
6개 프로젝트 보안 감사: 25개 이슈 발견→수정 기록 Published on : 2026-06-06 Reading time : 8 min Tags : #security #python #audit #devops 개요 3개월에 걸쳐 개발한 6개 Python 프로젝트(3개…
6개 프로젝트 보안 감사: 25개 이슈 발견 수정 기록
Published on : 2026-06-06 Reading time : 8 min Tags : #security #python #audit #devops 개요 3개월에 걸쳐 개발한 6개 Python 프로젝트(3개 봇 + 3개 라이브러리)를 종합 감사했습니다. 25개 …
Are Claude skills safe in 2026? What the Snyk ToxicSkills audit actually found
{/* JSON-LD schema is generated server-side in app/blog/[slug]/page.tsx , do not re-add an inline block here, it crashes<br> MDX&#39;s Acorn…
I Audited My Own Open-Source Project With 26 AI Agents (and Found a Real Vulnerability)
ShareBox is my self-hosted streaming server: a PHP thing I built because I just wanted to send someone a link to a movie without installing Plex and i…
Your doctor’s AI notetaker may be making things up, Ontario audit finds
Made-up therapy referrals, incorrect prescriptions among the common mistakes.
AI, которому запрещено быть правым
AI, которому запрещено быть правым Когда AI подключают к криптографической системе, обычно задают вопрос: может ли модель найти правильный ответ? Но в…
The Document Number Is Reserved Before the PDF Exists
The hard part of document numbering is not incrementing an integer. It is deciding what happens when the integer is reserved, rendering starts, and th…
The Audit Trail Is a Data Structure, Not a Log Message
Logs can explain what a service thought happened. They do not prove what happened. Klevar Docs needed an audit trail for rendered documents, invoice e…
the omnibus deal is permission, not a cancellation
modulos shipped the cleanest breakdown of the omnibus deal i've seen. it's worth reading once, then closing the tab and shipping the engineering anywa…
Nonce Observatory:
Nonce Observatory: как превратить цифровые подписи в систему наблюдаемых nonce-инвариантов Большинство историй про ECDSA/Schnorr nonce звучит одинаков…