Perf launches AI correction layer to catch and fix model errors before users see them
By
Shreyas Deshmukh
The kind of bagel you'd toss to the pigeons.
Summary
Perf is an AI correction layer that sits between applications and AI models to check, fix, or block problematic outputs (hallucinations, JSON parsing errors, policy violations) before they reach users. The company is launching a limited closed beta for teams shipping AI products who need reliable AI responses.
Key quotes
· 3 pulledPerf is an AI correction layer for teams shipping AI products.
It sits between your app and your models, checks every output against your rules, and fixes or blocks issues before users see them.
We're opening a limited closed beta for teams dealing with hallucinations, incorrectly parsed JSON, policy violations, or unreliable AI responses.
You might also wanna read
Lago launches Agent SDK to automate AI token usage tracking and billing
Lago released an Agent SDK (Python and TypeScript) that wraps LLM clients to automatically extract and send token usage data to Lago for bil
getlago.com·4d ago
Harbor: CLI tool for one-command local LLM stack deployment
Harbor is a CLI tool and companion that lets developers spin up complete local LLM stacks with a single command. Created by Ivan over nearly
Product Hunt·5d ago
AgentRail: Open-source local control plane for managing AI coding agent task lifecycles
AgentRail is an open-source, locally-run task lifecycle layer for AI coding agents. It solves the operational challenges beyond code writing
Product Hunt·17d ago
Transfa.sh: Headless file-sharing tool built for AI agents and automated workflows
Transfa.sh is a file-sharing tool designed specifically for AI agents and automated workflows, not human users. It allows AI agents (like Cl
Product Hunt·18d ago
Mycelis: A serverless AI workspace with smart routing, semantic caching, and MCP agent integrations
Mycelis is a serverless AI workspace that abstracts hardware management, allowing users to spin up open-source models on optimized GPUs or b
Product Hunt·19d ago
Memori launches agent-native persistent memory infrastructure using structured knowledge graphs from agent trace data
Memori is a new agent-native memory infrastructure that enables AI agents to create structured, long-term persistent memory directly from ag
Product Hunt·24d ago