Knowledge library
Articles
Engineering decisions, implementation notes, and operational field guides.
3 entries
AI governancerisk managementplatform engineering
AI Governance Should Be a Guardrail, Not a Gate
Strong AI governance does not require routing every experiment through a review board. Learn how risk tiers, automated controls, approved safe paths, and targeted human review can protect an enterprise without stopping delivery.
Harish KumarSep 3, 2026
AI pair programmingdeveloper telemetrypolicy enforcement
Telemetry-Driven Guardrails for AI Pair Programming
A practical architecture for instrumenting IDE assistants and coding agents to detect policy drift, evaluate engineering outcomes, and enforce security and governance controls without collecting source code or prompts.
Harish KumarAug 29, 2026
prompt injectionLLM securitycode assistants
Hardening LLM Code Assistants Against Prompt Injection
A practical threat model and defense-in-depth guide for reducing prompt injection risk in AI pair-programming workflows while preserving human control over code, tools, and production changes.
Harish KumarAug 28, 2026