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resillm is a resilience proxy for LLM applications. Add automatic retries, provider fallbacks, circuit breakers, budget controls, and Prometheus metrics to any LLM app. Works with OpenAI, Anthropic, Azure, Ollama. Zero code changes.
resillmProduction-ready resilience for LLM applications
Maneesh Chaturvedileft a comment
Hey Product Hunt! 👋 I'm excited to share resillm — a project born from real pain. While building SpecFlow (an AI-powered spec-driven development platform), we kept hitting the same problems every team building with LLMs faces: outages, rate limits, cost explosions, and zero visibility. We found ourselves writing the same retry logic, fallback handlers, and budget tracking in multiple places....
resillmProduction-ready resilience for LLM applications
SpecFlow is a verification system that eliminates AI hallucination by giving copilots formal specifications to reference and validating every change against them.
Features
Automated Specification Generation
Automated Drift Detection
Native AI integration using MCP
Prevents code-documentation drift automatically
Intelligent Review Queue
Everything tracked with full audit trail
SpecflowVerification system that eliminates AI hallucination in Code
Maneesh Chaturvedileft a comment
AI Copilots are writing 40-80% of enterprise code, but they hallucinate. When developers use GitHub Copilot, Cursor, or Claude Code: AI hallucinates because it lacks accurate context about what code should do Documentation doesn't exist or is outdated in 90% of legacy codebases Code and specs drift apart the moment implementation changes Developers can't trust AI suggestions without...
SpecflowVerification system that eliminates AI hallucination in Code