Security
The Operator’s Guide to SMB Security: Why Frameworks Fail and Habits Win
Stop buying tools. Start building habits. A practical guide to SMB security: MFA, patching, verified backups, and access reviews.
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AI Tools & Reviews
Feature Flags for AI Automation: Kill Switches, Confidence Thresholds, and Rate Limits
A practical guide to implementing AI feature flags, kill switches, and quality gates for safe, cost-controlled AI rollouts.
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Why We Self-Hosted Langfuse: The Operational Reality for Small Teams
Escaping SaaS lock-in isn't just about cost; it's about control. We detail the real tradeoffs of self-hosting Langfuse and OpenTelemetry, from
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The Seven-Field Standard for Production AI Audit Trails
Stop treating AI as a black box. Implement the seven-field standard for audit-ready AI agents that capture prompts, tool calls, and human...
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Why Your RAG Prototype Is Lying to You: The Case for Rigorous Pre-Launch Evaluation
Prototypes lie by being too clean. Learn to stress-test RAG systems for silent failures before customers see them.
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Stop Duct-Taping AI Agents: Cloudflare Workflows and Durable Objects in Practice
I stopped trying to force multi-step agents into raw Workers. Here’s how Cloudflare Workflows and Durable Objects actually handle state, cost, and...