Alibaba Open-Sources MyContext to Build Personal Work Context for Agents
智东西 · wechat · 2026-08-17
Alibaba's Qianwen Office has open-sourced 'MyContext', an infrastructure project designed to bridge the gap between enterprise AI workflows and data availability. Unlike traditional knowledge bases, MyContext integrates with Feishu and DingTalk to collect work traces—chats, documents, and meeting records—and processes them into a 'personal work archive' for agents. The architecture involves data ingestion, vectorization, knowledge graph construction, and distillation to extract user patterns, decision habits, and playbooks. It prioritizes local storage (SQLite) and data sovereignty, implementing strict sandboxing to prevent prompt injection. Currently in developer preview, the tool shows promise in context management but faces setup complexities and stability issues, requiring manual dependency installation and lacking polished integration.
More from coding & agent
- Agents turn conservative as context grows: edits shrink from 150 to 30 lines — dbreunig · 2026-10-16
- ai& becomes an official built-in Cline provider with 13 open-weight models — DavidBennett__ · 2026-10-16
- Open-source rizin-mcp lets LLMs run local binary and malware analysis via Rizin — Pure_Emergency1424 · 2026-10-16
- x402 as a free GTM channel: agents discover 100+ tools, no API keys needed — 0xJeff · 2026-10-16
- Sam Altman: stop getting better at prompts, build loops and graphs that prompt for you — goyalshaliniuk · 2026-10-16
- POV ski game on real Matterhorn elevation data, built with Claude Opus 5.5 — techartist_ · 2026-10-16