
Kalytera — Find where your agent fails
Inspect and debug AI agents to identify step-by-step where they fail.
mathurpriya19 · HN
Kalytera – Find out why your AI agent failed, step-by-step
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Inspect and debug AI agents to identify step-by-step where they fail.
mathurpriya19 · HN
Kalytera – Find out why your AI agent failed, step-by-step

Detects failures in AI agent applications and opens eval-backed pull requests for you to review and merge.
pranny · HN
Selfship.ai – Surface and fix isues with your agentic applications 24x7

Analyze production agent traces to identify and fix recurring failures.
@guru3s · X
IMF team for when your AI agent ( Ethan Hunt ) is about to fail v0 at

Send real AI agents through your website to identify and fix where they get stuck.
@louiswharmby · X
It's funny how that happens! My dog vibe coded and managed to achieve 500 users in the first month! 🤣

An LLM agent that tracks goals and plans across sessions while showing exactly what it retrieves, verifies, and fails on.
u/OGMYT · Reddit
I built LOLM, a lower-cost LLM agent that shows what it actually did — looking for blunt feedback I’m one of the founders/builders behind LOLM. Most AI products show an answer but hide whether the system retrieved anything useful, verified the result, switched models, hit a limit, or simply stopped. LOLM exposes those parts through controller events and run receipts. It includes: - Live agent - CLI - Coding and small app-building workflows - Memory and self-hosting options - Control decis

Voice-powered AI agent that finds and suggests one relevant person for you to meet.
u/CollectionAshamed148 · Reddit
Would you validate this further, or is the problem not strong enough? I’m testing an idea called Orbit. Instead of searching profiles or sending cold DMs, you describe who you need. Orbit suggests one relevant person and connects you only after mutual interest. The current version is deliberately simple: • Simulated people and consent • No connected LLM • No database or permanent storage It’s a prototype built to answer one question: Would people trust and use an a

Track AI agent conversations to identify failure points and test better prompts.
sailrock · HN
Greenflash – we read every conversation your AI agent has with users

Analyzes AI prompts to identify failures and return corrected versions.
u/pulptaken · Reddit
I built a website to audit AI prompts I'm giving away a limited number of early access invites for anyone who wants to try Marzel. You'll also be able to try the product once directly from the landing page, without joining the early access. This initial phase is focused on validating the core features and collecting feedback. After that, Marzel will also include a browser extension and a desktop app for auditing Claude Code and Codex CLI sessions, which is the project's main goal. If yo

Scan your e-commerce store and find out, out of 100, how well an AI agent can find, understand and buy on it. Free score + top fixes.
@loic_vee · X
tells you if an AI agent can actually buy from you. URL → score /100 → the fixes. Free, no signup.

An AI agent finds companies that fit what you sell, reads their site, writes a first letter, and sends it from your mailbox. Trial: 25 potential clients · 10 days.
@molotilka_dev · X
AI-powered outbound system. Finds prospects, researches companies, writes personalized emails, and helps turn cold outreach into conversations.

AI sales representative that automatically captures, qualifies, and books leads for small businesses.
agentforgeai_cmd · Product Hunt
AgentForgeAI Your AI Sales Rep That Never Sleeps

Analyze why job interviews went wrong and practice with AI mock interviews and salary data.
@dev_adarsh286 · X
PortLume AI - Findout exactly why you got rejected then get hired next time