shikumi-trace: Hierarchical tracing, observability, and deterministic replay for shikumi (EP-7)
Hierarchical (nested) tracing and deterministic offline replay for shikumi.
Running a program inside the Trace effect produces a tree of spans (program
module combinator / LM-call), captured by interposing on EP-1's LLM
effect — so each provider call becomes a leaf span carrying model, latency,
tokens, cost, and the EP-6 content-addressed cache key. The tree pretty-prints
to the terminal and serializes to a stable JSON trace file; runLLMReplay then
re-runs the same program with the network disabled, serving every call from the
recording (and raising a precise ReplayDivergence for any unrecorded call).
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- shikumi-trace-0.1.0.0.tar.gz [browse] (Cabal source package)
- Package description (as included in the package)
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| Versions [RSS] | 0.1.0.0 |
|---|---|
| Change log | CHANGELOG.md |
| Dependencies | aeson, baikai, base (>=4.20 && <5), bytestring, containers, directory, effectful, generic-lens, lens (>=5.3 && <5.4), scientific, shikumi (>=0.1.0.0 && <0.2), shikumi-cache (>=0.1.0.0 && <0.2), shikumi-trace (>=0.1.0.0 && <0.2), text (>=2.1 && <2.2), time, vector [details] |
| License | BSD-3-Clause |
| Author | Nadeem Bitar |
| Maintainer | nadeem@gmail.com |
| Uploaded | by shinzui at 2026-06-13T15:21:51Z |
| Category | AI |
| Distributions | |
| Reverse Dependencies | 2 direct, 0 indirect [details] |
| Executables | shikumi-trace-demo |
| Downloads | 3 total (3 in the last 30 days) |
| Rating | (no votes yet) [estimated by Bayesian average] |
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| Status | Docs uploaded by user Build status unknown [no reports yet] |