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Insights

Field notes on building software that lasts.

Practical, in-depth engineering writing on AI systems, secure architecture and scaling software to production, from the team behind Trayakshvi Technologies.

AI Engineering

How to Implement RAG Securely for Enterprise Applications

A practical architecture for retrieval-augmented generation that respects access control, prevents data leakage and stays grounded in your own data.

Jul 10, 2026 · 12 min read
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Architecture

Type-Safe Clean Architecture for Scalable Apps

How we structure TypeScript codebases with clear boundaries, end-to-end types and testable seams so products stay easy to change as they grow.

Jul 10, 2026 · 10 min read
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AI Reliability

Evaluating LLM Guardrails for Enterprise Applications

Why evals and guardrails are non-negotiable for production AI, plus a lightweight framework to measure quality, safety and cost before you ship.

Jul 10, 2026 · 11 min read
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