Overall Readiness Score
24%
High Screen Rejection Risk
Primary Gap Axis
AST & Local Diffing
0 / 3 Competency Proof
Target Benchmark
<15ms Latency
50k LOC AST Mutex
Verified Hiring Barrier
Zero proof of client-side AST manipulation or fast local diff generation (Tree-sitter / LSP)
Frontier IDE teams filter out candidates with standard full-stack or wrapper portfolios. To interview for systems roles, candidates must submit verifiable code benchmarks demonstrating non-trivial client-side execution or memory-safe algorithmic diffing.
Common Screening Rejection Reason:
Submitting React UI wrappers over OpenAI API endpoints without local state persistence or sub-20ms AST synchronization guarantees.
Prescribed Open-Source Proof Project
Rust / Tree-sitter / WebAssembly
WASM Multi-File Speculative Diff Engine
Architecture Goal
Build a WASM-based fast multi-file diff engine that applies speculative LLM patch edits against a Tree-Sitter AST with <15ms latency benchmarks
Missing Signal
No proof of handling syntax tree edge-cases during multi-chunk streaming LLM code generation.
Key Benchmarks
- P99 latency under 20ms on 50k LOC repo
- Fuzzing test suite with zero corrupt AST mutations
- Public GitHub Actions CI with reproducible Criterion/Valgrind profiling report
Verification Method
Publish a standalone benchmark harness that compares your diff application latency against Myers diff on 10,000 synthetic multi-hunk diffs.
Generated Dossier Handoff (Live State)
Ready to export