Architecture
Deterministic Code Analysis: How to Stop AI Hallucinations in Real Codebases
Deterministic code intelligence uses symbol graphs so answers are reproducible. Why RAG drifts for code, and what works instead.
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Architecture
The Ultimate Enterprise FastAPI Project Structure (2025)
A scalable FastAPI folder structure you can maintain: clear boundaries, zero router spaghetti, and guardrails for AI-written code.
Security
The Architect's Guide to Privacy-First AI Coding (2025)
A practical playbook for keeping code private while still getting AI leverage: local models, redaction, air-gapped workflows, and team policy you can enforce.
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Security
AI Governance Is Just "Don't Get Sued by OpenAI" (Here's the Checklist)
AI governance is what stands between you and a data breach or OpenAI ToS violation. Here's the minimum viable control checklist.
Architecture
Deterministic Code Analysis: How to Stop AI Hallucinations in Real Codebases
Deterministic code intelligence uses symbol graphs so answers are reproducible. Why RAG drifts for code, and what works instead.
Architecture
The Ultimate Enterprise FastAPI Project Structure (2025)
A scalable FastAPI folder structure you can maintain: clear boundaries, zero router spaghetti, and guardrails for AI-written code.
Security
The Architect's Guide to Privacy-First AI Coding (2025)
A practical playbook for keeping code private while still getting AI leverage: local models, redaction, air-gapped workflows, and team policy you can enforce.
Architecture
Why AI Agents Are Just Fancy While Loops (And Why That's Dangerous)
Most AI agent frameworks ship retry loops disguised as autonomy. Why probabilistic logic without state constraints will burn you.