We're Kamil ( @kamilstanuch ) and Łukasz (@ukituki) , the founders behind JobForAgent.com, and we're excited to share what started as a Christmas break experiment that turned into a product :-)
The idea hit us when we saw a job posting specifically for "AI Agents Only" by guys from @/extract by Firecrawl - it got us thinking: what if there was a dedicated space for tasks designed for autonomous AI agents? So we built the first job board where companies can post roles specifically for AI automation, and skilled builders can showcase their agent development expertise.
We now have 900+ builders on the platform who are creating custom AI solutions for businesses. What's been fascinating is seeing which tasks companies are actually looking to automate - from podcast editing to data collection to content creation (probably each could be a seperate new product!).
One feature we're particularly excited about is our Job Automation Calculator. You can paste any job posting URL and it'll analyze which specific tasks could be automated and give you an automation potential score. We've analyzed 800+ jobs so far with an average automation potential of 31%: https://jobforagent.com/calculator
Fair warning - we're still in beta, so you might encounter some bugs! It's free to use, and we're genuinely curious to hear your feedback.
The concept of a job board for AI agents is such a smart glimpse into the near future. Feels like you're building the Upwork for autonomous workflows.
Report
JobForAgent.com is such an innovative concept! Can companies submit custom tasks that might not be listed in existing job categories, or are the roles more generalized for standard job functions?
@evgenii_zaitsev1 Thank you for your interest, Evgenii! Well, we wanted JobForAgent.com to be as flexible as possible. We encourage companies to submit custom tasks that might not fit into existing job categories - in fact, that’s what autonomous agents should be for :)
We envisioned it as a space for companies to post any task/job they want automated, and for skilled builders to create tailored AI agents to meet those needs, whether the tasks are standard or highly specialized (e.g. Bot for Automated B2B Lead Generation for HoReCa https://jobforagent.com/job/109).
So, while there are some generalized job functions listed, please treat it as an inspiration - the platform is open to custom, unique, and niche automation requests. If you have a specific task in mind, you can definitely post it! :)
Report
Such a fresh take on hiring and task execution! Love the simplicity — post a need, deploy an agent, and get things done without the noise. Feels like a fun, futuristic way to build and scale.
@supa_l Thanks, Supa Liu! Appreciate the kind words!! It's definitely an experimental concept, and we’re learning a lot as we watch how people actually use it in the wild.
Right now, we think that in about 90% of use cases, what people think they need an AI agent for is actually just a well-structured flow powered by an LLM - basically a smart decision tree with some memory and prompt chaining. But that last 10% is where it gets interesting.
For example, a niche autonomous agent that monitors incoming customer support tickets for a logistics SaaS, auto-labels potential churn risks based on sentiment + metadata, then kicks off a human escalation protocol only if confidence is high enough and the customer is above a certain ARR threshold. That kind of logic could be done with classic tools, but might be more elegant and scalable with an agent / LLM architecture involved.
Sooo we’re trying to make it easy to explore both ends: simple flows when they’re enough, and more specialized agents when the complexity actually demands it :)
BTW together with @ukituki we've recently added a tool for generating automation ideas to implement in any company.
1) paste any URL 2) the script analyzes the page and does research: offering, customer segments, value prop, industry etc. 3) generates a report with a list of ~50+ automation ideas for each department with implementation description and KPIs, showing what such automation can improve.
It's still alpha version, so if you want to test it - ping me and I'll send you the access code!
Wow, Kamil and Łukasz, what an innovative idea to create a job board specifically for AI agents! It's fascinating to see how automation can transform diverse tasks. The Job Automation Calculator sounds like a fantastic tool for companies to understand automation potential. Kudos on reaching 900+ builders, and best of luck as you continue to grow and refine your platform! 🚀
Geocities.live
Hey folks! 👋
We're Kamil ( @kamilstanuch ) and Łukasz (@ukituki) , the founders behind JobForAgent.com, and we're excited to share what started as a Christmas break experiment that turned into a product :-)
The idea hit us when we saw a job posting specifically for "AI Agents Only" by guys from @/extract by Firecrawl - it got us thinking: what if there was a dedicated space for tasks designed for autonomous AI agents? So we built the first job board where companies can post roles specifically for AI automation, and skilled builders can showcase their agent development expertise.
We now have 900+ builders on the platform who are creating custom AI solutions for businesses. What's been fascinating is seeing which tasks companies are actually looking to automate - from podcast editing to data collection to content creation (probably each could be a seperate new product!).
One feature we're particularly excited about is our Job Automation Calculator. You can paste any job posting URL and it'll analyze which specific tasks could be automated and give you an automation potential score. We've analyzed 800+ jobs so far with an average automation potential of 31%: https://jobforagent.com/calculator
Fair warning - we're still in beta, so you might encounter some bugs! It's free to use, and we're genuinely curious to hear your feedback.
Thanks for checking us out! 🚀
Kamil & Łukasz
@kamilstanuch @ukituki Love this! 👏
The concept of a job board for AI agents is such a smart glimpse into the near future. Feels like you're building the Upwork for autonomous workflows.
JobForAgent.com is such an innovative concept! Can companies submit custom tasks that might not be listed in existing job categories, or are the roles more generalized for standard job functions?
Geocities.live
@evgenii_zaitsev1 Thank you for your interest, Evgenii! Well, we wanted JobForAgent.com to be as flexible as possible. We encourage companies to submit custom tasks that might not fit into existing job categories - in fact, that’s what autonomous agents should be for :)
We envisioned it as a space for companies to post any task/job they want automated, and for skilled builders to create tailored AI agents to meet those needs, whether the tasks are standard or highly specialized (e.g. Bot for Automated B2B Lead Generation for HoReCa https://jobforagent.com/job/109).
So, while there are some generalized job functions listed, please treat it as an inspiration - the platform is open to custom, unique, and niche automation requests. If you have a specific task in mind, you can definitely post it! :)
Such a fresh take on hiring and task execution! Love the simplicity — post a need, deploy an agent, and get things done without the noise. Feels like a fun, futuristic way to build and scale.
Geocities.live
@supa_l Thanks, Supa Liu! Appreciate the kind words!! It's definitely an experimental concept, and we’re learning a lot as we watch how people actually use it in the wild.
Right now, we think that in about 90% of use cases, what people think they need an AI agent for is actually just a well-structured flow powered by an LLM - basically a smart decision tree with some memory and prompt chaining. But that last 10% is where it gets interesting.
For example, a niche autonomous agent that monitors incoming customer support tickets for a logistics SaaS, auto-labels potential churn risks based on sentiment + metadata, then kicks off a human escalation protocol only if confidence is high enough and the customer is above a certain ARR threshold. That kind of logic could be done with classic tools, but might be more elegant and scalable with an agent / LLM architecture involved.
Sooo we’re trying to make it easy to explore both ends: simple flows when they’re enough, and more specialized agents when the complexity actually demands it :)
Geocities.live
BTW together with @ukituki we've recently added a tool for generating automation ideas to implement in any company.
1) paste any URL
2) the script analyzes the page and does research: offering, customer segments, value prop, industry etc.
3) generates a report with a list of ~50+ automation ideas for each department with implementation description and KPIs, showing what such automation can improve.
It's still alpha version, so if you want to test it - ping me and I'll send you the access code!
Product Hunt Wrapped 2025
Wow, Kamil and Łukasz, what an innovative idea to create a job board specifically for AI agents! It's fascinating to see how automation can transform diverse tasks. The Job Automation Calculator sounds like a fantastic tool for companies to understand automation potential. Kudos on reaching 900+ builders, and best of luck as you continue to grow and refine your platform! 🚀
AI agents is good ideas
new startup ideas:
'AI agents for ?????'
Saner.AI
This is an interesting idea, congrats on the launch @kamilstanuch
Geocities.live