AICTX vs Long Context
Long context can hold more text in a single model interaction. AICTX solves a different problem: preserving structured repo-local continuity across coding-agent sessions.
AICTX and long context can work together. Long context helps within a session; AICTX stores operational memory for future sessions.
The difference
| Capability | Long context | AICTX |
|---|---|---|
| More text in one prompt | Yes | Not the goal |
| Repo-local continuity across sessions | Provider-dependent | Yes |
| Work State | Manual | Yes |
| Failure memory | Manual | Yes |
| Handoff memory | Manual | Yes |
| Inspectable local artifacts | No by default | Yes |
Why continuity is different from context length
A larger context window does not automatically preserve decisions, known failures, next actions, or execution evidence in the repository. AICTX records those facts as local artifacts that later sessions can load.
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