How LLM Agent Scaffolding Fixes Failing Code Review Agents
LLM agent scaffolding constrains what models see and call. Learn why GitHub Copilot code review regressed with more tools and how routing helps.
Category
Engineering
Technical deep dives into how AI systems are built and run: models, retrieval, agents, evaluation, fine-tuning, and infrastructure.
17 posts
Stop RAG Hallucination with Typed Schema Contracts
Stop RAG hallucination with typed schema contracts. Build programmatic answer contracts, validate field-level citations, and handle missing data.
Domain-Specific LLM Evaluation Demands Leakage-Free Data
GPT and Claude failed Bridgewater's private financial evals. Discover what this reveals about LLM benchmark leakage and how to build robust holdout sets for domain-specific testing.
Secure AI Coding Agents From Supply Chain Attacks
Learn how to secure AI coding agents against supply chain attacks. Discover how to prevent prompt injection malware execution using sandboxing and strict file permissions.
Human-in-the-Loop Systems: Balancing AI Speed and Operational Safety
Discover why full automation fails at scale and learn 5 architectural patterns for human-in-the-loop systems to balance AI speed with operational safety.