Autonomous Agents
TekMemo gives autonomous agents durable memory across tasks, sessions, and workflows. Agents can store decisions, tool results, intermediate state, failed attempts, successful actions, and final outcomes so they can continue work later without relying only on the current context window.
Pipeline Architecture
From agent actions to durable context that survives the session.
1. Capture
Record decisions, tool outputs, task state, blockers, and outcomes as structured project memory.
2. Organize
Keep canonical facts, archival notes, and workflow state separated so agents retrieve the right layer.
3. Resume
Load only the relevant prior context when an agent restarts, branches, or hands work to another process.
Built for Production
Long-Running Work
Agents can keep moving across sessions without rebuilding context from scratch.
Cleaner Context
Memory condenses prior work into usable state instead of stuffing transcripts into prompts.
Reliable Handoffs
Durable state lets another agent or user understand what happened and what should happen next.