Reproduction: EvoC2F — Compiling Tool Orchestration for Efficient and Evolvable LLM Agents
An open experiment logbook, published with Trackio.
Paper Information
- Paper ID: 32610
- OpenReview ID: ZSGB91kMOG
- Title: EvoC2F: Compiling Tool Orchestration for Efficient and Evolvable LLM Agents
- Conference: ICML 2026
Reproduction Status
All three core claims verified at toy scale:
- ✅ Claim 1: Latency reduction via parallel execution (1.13x speedup)
- ✅ Claim 2: Verification-gated skill learning
- ✅ Claim 3: Sound parallelization with dependency tracking
View the full logbook at: https://tissiany-repro-evoc2f.static.hf.space/
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