Context
The debate around Claude Code, parsing, ASTs, tool loops, and symbolic structure should be testable. Instead of arguing whether coding agents “really understand” code, this repo can benchmark concrete routing/context strategies.
agent-routing-eval-lab is a good place to compare coding-agent strategies before production use.
Proposal
Add an evaluation scenario for coding-agent routing/context strategies.
Strategies to compare:
- Plain file/grep retrieval.
- Embedding-based file retrieval.
- AST/symbol-based retrieval.
- LSP-based symbol retrieval.
- Repo knowledge graph retrieval.
contextweaver generated context packs.
- Hybrid strategies with budget-aware routing.
Metrics
- Correctness / task success.
- Tokens used.
- Tool calls used.
- Latency / wall time.
- Number of failed edits.
- Number of test runs.
- Unnecessary files touched.
- Public API changes.
- Security/policy violations.
- Human-review burden.
Acceptance criteria
Notes
This should turn the symbolic-vs-neural discussion into measurable engineering trade-offs.
Context
The debate around Claude Code, parsing, ASTs, tool loops, and symbolic structure should be testable. Instead of arguing whether coding agents “really understand” code, this repo can benchmark concrete routing/context strategies.
agent-routing-eval-labis a good place to compare coding-agent strategies before production use.Proposal
Add an evaluation scenario for coding-agent routing/context strategies.
Strategies to compare:
contextweavergenerated context packs.Metrics
Acceptance criteria
contextweaver,ChainWeaver,vibeguard, andagent-kerneldesign choices.Notes
This should turn the symbolic-vs-neural discussion into measurable engineering trade-offs.