
Mirrors - Test AI Agents Against a Mirror of Production
Test AI agents against production mirrors using replayed traces to find bugs and regressions.
aisinghal
The full gallery
Tech stack
60 projects

Test AI agents against production mirrors using replayed traces to find bugs and regressions.
aisinghal

Cognitive trade-off modeling and high-stakes decision intelligence engine.
@PrismAI_HQ · X
Make smarter decisions by seeing the trade-offs clearly. That’s Prism AI, an AI decision tool for when you’re stuck choosing between options. On Product Hunt Aug 29

Unified API layer to integrate your website with multiple AI systems.
@rofarkas · X

Take a conversational assessment to measure your AI skills and earn certification.
u/Ozan_D · Reddit
AISA - AI Fluency Assessment In the last 6 months I built an AI Fluency Assessment system (called AISA) - it's currently the most sophisticated (and popular) of it's kind. Has high fidelity in what we measure to both what Anthropic and US. Dept. of Labour agree as the markers of AI fluency. People chat with an AI agent uniquely trained to judge their AI fluency, get a detailed report and a breakdown of their AI skills, a certificate and a growth roadmap. We measure in 5 main dimensions.

Build and grade candidate assessments with automated evaluation.
@aishwary07jain · X

Practice mock coding and system design interviews with an AI interviewer.
u/redskinnypete · Reddit
I made an AI interviewer for coding and Design interviews I built an AI-powered mock interviewer that simulates a real system design interview. It listens to your approach, asks follow-up questions based on your design, challenges your decisions, and provides detailed feedback on what you did well and where you can improve. I have tried to make it feel like a real interview as much as I could to simulate the pressure and the expectations in an interview. Please give it a try. Hope you wil

Propose actions and watch an AI control plane evaluate policies, handle approvals, execute, and verify results in real-time.
eli-labz · GitHub
Agent-Execution-Partnership Agent Execution Partnership AEE is an open-source control plane that ensures every AI agent action is authorized before it runs, observable while it runs, and verifiable after it completes.

Grades AI agents' real conversations with an LLM judge, providing A–F scorecards and FinOps analysis.
@tech_maju · X

Interactive video platform where AI generates answers to your questions.
beni13 · HN
AI Answers with Interactive Video

AI operating system that transforms business problems into company briefs and accountable build plans.
@MarkZofMarkZ · X
- in process of updating it currently, making it better. How about you? What are you building?

Run your prompts through Claude, GPT, and Gemini to get AI-audited consensus answers.
@StevenJdotCom · X
One AI makes mistakes. Three catch each other's. AI Consensus runs your prompt through Claude, GPT and Gemini. They work it independently, then critique each other until they reach consensus — handing you an AI audited, combined answer.

Assess your job's AI risk with a quiz and receive a practical skill-building path.
@comingupnachos · X
vibe coding, is my job safe V1 goal to show an optimistic future for those who prepare and start upgrading skills, ai won't take your job a human using ai might Not techy just learning