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Diagnose → Fix → Compare → Ship
When AI agents fail in prod, debugging is manual and slow. Evals show what broke, but not why or how to fix it. Teams spend weeks on root causes, testing prompts sequentially, swapping models & configs one at a time.
Fix My Agent auto-detects why your AI agents fail (system + prompt level), suggests fixes, lets you implement in one click, compare results parallely, and ship the best version. Get the most optimized agent in minutes, not weeks.
Fix My Agent (FMA)See what breaks your AI agent and fix it automatically
Nikhil Pareekleft a comment
Hey everyone 👋 I'm Nikhil, Founder of Future AGI. Excited to launch Fix My Agent for voice ai and chat agent builders. Quick context on why we built this: Debugging AI agents is painful. But here's what's worse- even when you know what's broken, implementing fixes is a grind. You tweak prompts, adjust configs, swap models, re-test. Fix one thing, break another. Weeks pass. AI teams still cannot...
Fix My Agent (FMA)See what breaks your AI agent and fix it automatically
Nikhil Pareekstarted a discussion
[Free eBook] Mastering AI Agent Evaluations
Struggling with building reliable production-ready agents, this ebook is a compilation of field tested eval frameworks, hallucination prevention strategies, real time observability and preventing production failures. If you're owning any GenAI/agentic project or application, this will come in handy- https://shorturl.at/2Zr6g
Nikhil Pareekleft a comment
Hey PH community! Nikhil here, Founder & CEO at Future AGI. Today, I’m really excited to share Agent Compass, something no other Agent monitoring or evaluation tool offers and we are the first one. Why did we build this? Over the past few months, I kept seeing the same problem across AI teams: debugging agents is chaotic. Teams would spend hours digging through logs and dashboards, trying to...
Agent CompassYour AI Agent's Truth Graph to diagnose symptoms
Turn raw traces into actionable reliability insights: auto-cluster recurring failures and hallucinations, link them to root causes with guided fixes, and track agent-level performance over time across cohorts and user journeys.
Agent CompassYour AI Agent's Truth Graph to diagnose symptoms
Nikhil Pareekleft a comment
We support all these platforms!
Simulate by Future AGIThe voice AI auto-testing loop to simulate, evaluate & ship
Nikhil Pareekleft a comment
Hey PH community! Nikhil here, Founder & CEO at Future AGI. Today we're launching SIMULATE, and I'm genuinely excited to share what we've built. Why we started this? Working with AI teams over the past few years, I kept seeing the same problem everywhere: voice AI testing was completely manual. Teams would build these amazing voice agents, then spend weeks manually calling them over and over,...
Simulate by Future AGIThe voice AI auto-testing loop to simulate, evaluate & ship
The 1st AI-powered testing infra for voice AI: evaluate across thousands of real-world scenarios in minutes using simulated agents that stress-test edge cases, detect multilingual issues, and uncover failures missed by humans. Ship reliable voice AI at scale!
Simulate by Future AGIThe voice AI auto-testing loop to simulate, evaluate & ship
Nikhil Pareekstarted a discussion
Launching SIMULATE by Future AGI- The 1st AI-powered auto-testing infra for voice AI
H ey! I'm super excited to share our upcoming launching on Product Hunt- SIMULATE by Future AGI. It’s an AI-powered testing infra that helps teams simulate and evaluate voice agents automatically across thousands of scenarios, so they can ship reliable voice AI faster. It would mean a lot if you could support us by clicking “Notify Me” here: https://www.producthunt.com/products/future-agi 🙏"
Nikhil Pareekstarted a discussion
Open Sourced my AI Eval Library :)
Hi everyone, excited to be here! We just released our AI Evaluation Library - a lightweight, enterprise-grade open‑source tool to help teams build trustworthy GenAI systems. It integrates real‑time evals across hallucination rate, factual accuracy, tone consistency, red teaming, prompt injection, and more. Built for agentic workflows, voice, vision, RAG pipelines. Happy to share a demo or...
Nikhil Pareekleft a comment
Hey Product Hunt Community 👋❤️ I'm Nikhil, the Founder of Future AGI. After working in the AI space for the past 8 years, I realised a significant challenge: maintaining model accuracy in production. The first hurdle is knowing what errors occurred, which usually requires human-in-the-loop reviews. Humans go through every input/output pair to detect errors. But by the time this process is...
Future AGIAutomate error detection and ensure high accuracy of your AI
Future AGI replaces manual QA for AI models with Critique Agents, eliminating human-in-the-loop methods. Set custom metrics to fit your unique needs and detect errors faster. Reserve human effort for critical tasks and scale efficiently as inferences grow.
Future AGIAutomate error detection and ensure high accuracy of your AI
Nikhil Pareekleft a comment
Hey @brandoncharleskhoo, this looks pretty slick! I gotta say, the integration between Amplitude and HubSpot seems like a match made in data heaven. 🤓 Love the idea of bringing behavioral insights right into the CRM - that's gonna be a game-changer for sales teams trying to figure out which leads are actually worth chasing. And the unified dashboards? *chef's kiss* No more tab-hopping madness!...
Amplitude App for HubSpotDeeper Insights. Faster Growth.
Nikhil Pareekleft a comment
Wow, this Shoutouts feature looks pretty slick! It's like a digital high-five for the tech world. I love how it's giving credit where credit is due and showing the interconnectedness of the startup ecosystem. That being said, I've got a few thoughts on how to make it even better: 1. How about a "Shoutout Hall of Fame" for products that consistently get the most love? It could be like the cool...
Product LandscapesCategory overviews written by top founders
Nikhil Pareekleft a comment
Thanks @mwseibel for hunting us! Hey Product Hunt fam! 👋 Oliver here, one of the masterminds behind Clearspace. Gotta say, I'm loving what you've cooked up here! The whole "earn your scroll" concept is genius - it's like a fitness tracker and productivity app had a baby, and that baby is determined to save us from our phone addiction. 😂 The exercise detection sounds pretty slick too. I mean, a...
clearspacePushups to earn screen time
Nikhil Pareekleft a comment
Hey there, fellow Product Hunters! 👋 Just took a peek at Docs by Hashnode and I gotta say, it's looking pretty slick! 🚀 Love the idea of combining blog and docs in one place - that's some next-level content synergy right there. The MDX editor and headless mode are definitely standout features. And that AI-powered search? Chef's kiss! 👨🍳💋 But hey, let's get real for a sec. While it's looking...
Docs by HashnodeThe gold standard for your API references and product guides
Nikhil Pareekleft a comment
Wow, Patched looks pretty slick! I love the idea of automating those pesky dev tasks we all love to hate. As a fellow code monkey who's spent way too many hours reviewing PRs and updating docs, this is music to my ears. The open-source angle is definitely a big plus - nothing worse than being locked into a black box solution. And the fact that you can customize workflows with your own LLM APIs...
Patched (YC S24)Open-source workflow automation for development teams
Nikhil Pareekleft a comment
Looks good, Thomas! Minilog seems like a nifty little tool for developers who want to keep tabs on their apps without getting bogged down in complex setups. I love the simplicity of it - sometimes we just need a quick and dirty solution, right? That said, I've got a few thoughts that might help take Minilog to the next level: How about adding some basic log parsing and visualization? Even a...
MinilogLog monitoring and real-time event alerts
Nikhil Pareekleft a comment
Hey there, SubTracky! Looks like you've cooked up a pretty slick subscription tracker. I'm digging the clean interface and those handy reminders - lord knows I've been burned by forgotten renewals more times than I care to admit! That said, I've got a few thoughts that might take this from "neat app" to "can't live without it": 1. How about a feature to split costs with friends? I'm thinking...
SubTrackyTrack subscriptions effortlessly