Measuring Tool Use Correctness & Plan Adherence
Deep dive into measuring tool use correctness & plan adherence.
Agentic AI
Real-Time Audio AI: Implementing Silero VAD in Python
Stop relying on cloud latency for silence detection. Learn how to implement `from silero_vad import load_silero_vad` in Python to build a real-time Voice Activity Detection pipeline.
A2A Architectures: Tools are not just Functions (The Two-Phase Commit)
Why Agent-to-Agent (A2A) interactions and Side Effects require a 'Two-Phase Commit' for safety.
The Blackboard Architecture: Solving the Agent 'Phone Game'
Chains are brittle. We need a shared state object for robust multi-agent reasoning.
LLMs are Terrible Backends (Unless You Force JSON)
Non-determinism is a bug, not a feature. We explore how to whip the model into compliance using Enforcers, Pydantic, and Constrained Generation.
Gemini CLI Hooks: Automating Context & ReAct Loops in Agentic Workflows
Gemini CLI hooks enable seamless automation of codebase context injection, database schema loading, and self-correcting development loops without manual copywriting.