Cut-point replay turns recorded agent failures into regression tests

Chronicle selectively replays recorded model and tool interactions while running changed components live, allowing past failures to become continuous-integration tests.

Big Tech
Tisha Chawla · Susheem Koul

Microsoft

Research Digest··2 min read
Chawla and Koul built Chronicle, a record-and-replay system that captures an LLM agent’s non-deterministic boundaries as immutable records.

” Full replay serves all boundaries from the recording; cut-point replay serves only a selected subset and executes the remaining components live using changed code.

Why this paper

From Microsoft · Released code · Part of Agent Self-Improvement, now 11 papers

In one line

Cut-point replay converts recorded LLM agent failures into deterministic regression tests that detect faulty code changes.

What it released

Code

What we could check

  • ✓Code link in the paper (github.com)
  • ·No weights link found
  • ·No dataset link found
  • ·No compute details found
  • ✓Limitations stated by the authors
  • ·No benchmark numbers found

Observed from the paper text and links we have. Absence here means we did not find it, not that it does not exist.

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