repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 25d ago
potpie-ai/potpie
Context Graph for AI Native SDLC
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 59%Agentic Hardware Design as Repository-Level Code Evolution →
- PossiblePossibly related (embedding) · 55%ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration →
- PossiblePossibly related (embedding) · 53%Cheap Code, Costly Judgment: A Case Study on Governable Agentic Software Engineering →
- PossiblePossibly related (embedding) · 52%SWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding Sessions →
- PossiblePossibly related (embedding) · 50%MirrorCode: AI can rebuild entire programs from behavior alone →
- PossiblePossibly related (embedding) · 47%TestEvo-Bench: An Executable and Live Benchmark for Test and Code Co-Evolution →
- PossiblePossibly related (embedding) · 46%Program-as-Weights: A Programming Paradigm for Fuzzy Functions →
- PossiblePossibly related (embedding) · 47%Mistral's open-source Leanstral 1.5 aces formal math benchmarks and catches real bugs in code - the-decoder.com →
Implements
paperAgentic Hardware Design as Repository-Level Code EvolutionpaperCheap Code, Costly Judgment: A Case Study on Governable Agentic Software EngineeringpaperSWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding SessionspaperMirrorCode: AI can rebuild entire programs from behavior alone
Covers
Implements (incoming)
paperTestEvo-Bench: An Executable and Live Benchmark for Test and Code Co-EvolutionpaperProgram-as-Weights: A Programming Paradigm for Fuzzy FunctionspaperFormal Disco: Scalable Open-Ended Generation of Formally Verified ProgramspaperProjAgent: Procedural Similarity Retrieval for Repository-Level Code Generation
Covers (incoming)
Related across the graph
paperMirrorCode: AI can rebuild entire programs from behavior alonepaperProgram-as-Weights: A Programming Paradigm for Fuzzy FunctionspaperCheap Code, Costly Judgment: A Case Study on Governable Agentic Software EngineeringnewsScarfBench: Benchmarking AI Agents for Enterprise Java Framework MigrationpaperProjAgent: Procedural Similarity Retrieval for Repository-Level Code GenerationpaperFormal Disco: Scalable Open-Ended Generation of Formally Verified ProgramspaperTestEvo-Bench: An Executable and Live Benchmark for Test and Code Co-EvolutionpaperSWE-INTERACT: Reimagining SWE Benchmarks as User-Driven Long-Horizon Coding SessionsnewsMistral's open-source Leanstral 1.5 aces formal math benchmarks and catches real bugs in code - the-decoder.compaperAgentic Hardware Design as Repository-Level Code Evolution