Deep dives into context management, AI agent architecture, and production engineering from the ContextGeneration team.
Every context item has a lifespan. A pricing policy from 6 months ago has nearly identical embeddings to today's — but acting on it is wrong. Here's how we solve it.
When multiple AI agents need to share state, the naive approach leads to race conditions, stale reads, and silent conflicts. Our Multi-Agent Context Bus solves this.
Healthcare, legal, and financial AI applications need an immutable audit trail of every context decision. Here's how to build one that satisfies SOC 2 and HIPAA.
When your agent gives a wrong answer, the traditional approach is to add logging and hope. Context Replay lets you rewind to any past run and change the context to see exactly what went wrong.