ContextHarbor blog
Notes on agent memory, retrieval, and project context. Articles open on pradeepcg.com.
September 19, 2026 · AI Agents · Agent Memory · MCP
Mem0, Zep, Letta and OpenViking give one agent a better memory. ContextHarbor gives a whole engineering team one shared, verified body of knowledge. Here is how they differ.
August 28, 2026 · AI Agents · Context Engineering · Context Infrastructure
Poor AI agent performance is rarely solved by a bigger model. Real enterprise results come from context infrastructure that captures, organizes, and delivers the right project, module, and code context to any agent.
August 21, 2026 · Coding Agents · Context Engineering · OpenCode
A practical architecture for giving coding agents the right code, project knowledge, and memory without filling every prompt with unnecessary context.
July 27, 2026 · RAG · Chunking · Reranking
How retrieval-augmented generation works best when chunking, hybrid retrieval, and reranking are tuned to the document type: transcripts, contracts, specs, status reports, and user stories—plus how ContextHarbor bakes those profiles in.
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