FastAPI · slowapi · Rate Limiting FastAPI Rate Limit Headers: The Slowapi Response Parameter Gotcha A FastAPI rate limit headers bug took down rate-limited POST endpoints with 500s. Here's what slowapi's _inject_headers actually requires — and the one-line fix per endpoint.
2026-05-20 · 7 min read
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AI Citation Verification
AI Citation Verification · Zotero · Academic Research AI Citation Verification for Researchers: How to Catch Hallucinated Sources Before Your Reviewer Does Why AI-drafted papers are leaking fake citations into peer review — and a practical Zotero-based workflow to verify every reference in minutes, not hours.
2026-05-11 · 7 min read AI Agents · Security · SME AI Agent Security for SMEs: What Mythos Means for You AI agent security got real: Claude Mythos found thousands of zero-days in decades-old code. Here's the vault-first playbook for SMEs deploying AI agents.
2026-04-09 · 16 min read Claude Advisor Strategy · LLM Advisor Pattern · AI Agent Cost Optimization The Claude Advisor Strategy: What Practitioners Learned Anthropic just named the advisor strategy: cheap executor, smart advisor. Here's how it works, the cross-vendor version, and when not to use it.
2026-04-09 · 12 min read AI Agents · Security · SME OpenAI Cybersecurity Model: What the Axios Scoop Really Means OpenAI is finalising a restricted cybersecurity model via Trusted Access for Cyber, 48 hours after Anthropic's Mythos. What it means for SMEs with AI agents.
2026-04-09 · 11 min read AI Agents · SME · Switzerland AI Agents for Swiss SMEs: A Practical 90-Day Guide How small and mid-sized Swiss businesses can deploy AI agents that pay for themselves in 90 days — without a data science team.
2026-04-05 · 3 min read ChatGPT · Governance · Compliance The ChatGPT Governance Checklist for Swiss Companies What every Swiss company needs in place before letting employees use ChatGPT at work — data, contracts, training, and audit.
2026-03-22 · 3 min read 