Case studies from the field, technical deep-dives, thoughts on AI. No marketing fluff.
What is the lethal trifecta of AI agents and why does it make security a survival requirement? Intent architecture, the anatomy of prompt injection attacks and six layers of defense.
Crescendo, Skeleton Key, Many-Shot Jailbreaking and poisoned MCP tools. Hallucinations as a security problem, hard limits in code, the kill switch and a security roadmap: what to implement when.
Read article →Why we ended up not using an out-of-box framework and wrote our own state machine. Trade-offs and lessons learned.
Read article →A concrete checklist. Data residency, right to erasure, logging and transparency. Plus what the regulators actually check.
Read article →The math for small businesses. When a human receptionist pays off, when AI does, and when to combine both.
Read article →Clients want "AI over our documents". But often the better path is fine-tuning or simply better search. We break down the decision tree.
Read article →Off-the-shelf or custom-built? The key factors that speak for custom software in the long run: control, security and total cost of ownership.
Read article →AI, engineering, a bit of humor. No spam, no affiliate links.
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