Mem0 & MemGPT: Cognitive Memory Stack for AI Agents
Build a cognitive memory stack for AI agents using Mem0, MemGPT/Letta, PARA, and Chroma or LanceDB. Actionable architecture with verified code.
Guides, comparisons and in-depth articles on building software, Android and artificial intelligence.
Build a cognitive memory stack for AI agents using Mem0, MemGPT/Letta, PARA, and Chroma or LanceDB. Actionable architecture with verified code.
DeepSeek Harness (dsh) is an MIT open-source runtime where model, tools, session, sandbox and even the loop are plugins. Deep-dive into Cordis, runtime modes, append-only session log and self-evolution.
Honest comparison of DeepSeek Harness (dsh), OpenCode, Codex CLI and Claude Code. Philosophy, plugin model, sandbox, ecosystem and who wins each in 2026.
OpenChamber in depth: the 6 features of v0.7 (Session Goals, Multi-run with Fusion, Changes Walkthrough, Preview, issue-to-PR, cron), the supervision architecture around the OpenCode SDK, and the context of Bohdan Triapitsyn building the missing cockpit in the ecosystem.
Paseo in depth: daemon+relay architecture in Elixir, 35+ providers via ACP, TypeScript SDK, three skills (Handoff, Advisor, Committee), and RFC #1042 explaining why it migrated to the Agent Client Protocol. A case study of solo open source done right.
Four visual frontends for coding agents tested on desktop and mobile. Paseo as multi-provider orchestrator, OpenChamber as full cockpit, CodeNomad as premium IDE, opencode-mobile as native Android. Primary data from repos and HN.
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