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Phase 8 — Making It Trustworthy: Hardening a FastAPI App with an Audit, a Test Net, and a Logging Bug I Typed Twice
Phase 7 gave the app a brain. Phase 8 was about making it trustworthy — the unglamorous gate between…
Your Keras model config can contain a marshalled Python code object
Most conversations about malicious ML artifacts stop at pickle. That's understandable — torch.load c…
I Rotated the Same 5 API Keys Twice. Then I Wrote a Hook So I'd Never Have To Again.
Three times now, a Claude Code session has read a file full of live credentials straight into its ow…
Securing Home Networks from IoT Device Vulnerabilities
Securing Home Networks from IoT Device Vulnerabilities The increasing number of Internet of Things…
Use What You Already Pay For: An AI Tooling Strategy for a Google Workspace Company
This is an adapted digest of an internal strategy memo. The company runs on Google Workspace, and th…
Model-Generated Setup Scripts: Lint the Egress Before You Run Them
A model-generated setup script will download things you did not expect. That is the problem this ch…
Multi-Tenant RAG: Implementing Secure Node.js Retrieval with Namespace Metadata Filters
For a multi-tenant ask-your-docs SaaS used in healthtech moderation, the constraint that changes the…
html-pdf in 2026: Archived, Deprecated, One Unpatched CVE
The html-pdf package still installs and still runs, which is the problem. It renders through Phantom…
Pass‑ta‑key Attack Exposes Google Passkeys on Windows
What Is the Pass‑ta‑key Attack? Last week, Palo Alto Networks researcher Arie Olshtein published a…
2026 React Native Mobile Login Incident Drill for SMS OTP Resend Abuse
Short answer: for a React Native mobile login, let the backend own every SMS OTP challenge, verifica…
How to Find and Fix Security Vulnerabilities for Money
How to Find and Fix Security Vulnerabilities for Money tags: security, bugbounty, money, hacking …
The Permission Boundary My MCP Server Doesn't Actually Have
There's a theme showing up a lot in agent-tooling posts this week: agents holding tools they can mis…