Measuring Tool Use Correctness & Plan Adherence
Deep dive into measuring tool use correctness & plan adherence.
Agentic AI
How to Use Silero VAD: Real-Time Voice Activity Detection in Python
How to use Silero VAD for real-time voice activity detection: build a Python audio pipeline with `from silero_vad import load_silero_vad`, endpointing, and barge-in handling.
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 Agentic Developer Workflows
Gemini CLI hooks enable developers to seamlessly automate codebase context injection and build self-correcting ReAct loops without manual copy-pasting.