Describe any workflow in plain English. Agent Builder compiles it into a coded automation that runs like software. When a run breaks, Airtop automatically investigates, rebuilds the step, and verifies the fix on a real test run. Airtop Agents run securely in the cloud and are up to 100x more efficient than traditional LLM-per-step AI Agents.
Every CEO I talk to is trying to shrink their AI token bill.
AI agents are expensive (and slow) because they re-reason every step, on every run. So we created Agent Builder, which compiles automations into efficient, reusable code.
We gave the same multi-step task to a traditional LLM agent (Claude Code on Opus 4.7) and an agent compiled with Agent Builder. Here are the results:
👉 LLM agent: 7m 58s, $6.26 per run
👉 Airtop agent (compiled): 1m 21s, $0.063 per run
6x faster at ~1% of the cost. Same results, fewer tokens burned.
Agent Builder does the thinking once, at build time, instead of every time the agent runs.
To use Agent Builder, just describe any workflow in plain English. It builds the automation, tests it, and compiles it into deterministic code that runs like software. Agent Builder works with any API or website, and connects natively to integrations like Slack and Google Sheets.
Just like software, compiled agents can break. Especially if you’re running a web automation on a website that changes.
So we taught Airtop agents to heal themselves.
🧠 If a run fails → Airtop notifies you and diagnoses what broke
⚙️ Airtop automatically builds a fix for the agent and verifies the fix with real test runs
✅ Airtop sends you a repair draft so you can check it before deploying
Who’s it for? Founders and ops, marketing, sales, and finance teams that want to automate repeatable work without spending a fortune on AI tokens.
🎟️ Code AGENTSTARTERPH gets you 1 free month of Airtop’s Starter plan.
We’re here all day. Ask us anything!
About Agent Builder by Airtop on Product Hunt
“Build agents that heal themselves. ”
Agent Builder by Airtop launched on Product Hunt on September 3rd, 2026 and earned 329 upvotes and 17 comments, earning #2 Product of the Day. Describe any workflow in plain English. Agent Builder compiles it into a coded automation that runs like software. When a run breaks, Airtop automatically investigates, rebuilds the step, and verifies the fix on a real test run. Airtop Agents run securely in the cloud and are up to 100x more efficient than traditional LLM-per-step AI Agents.
On the analytics side, Agent Builder by Airtop competes within Artificial Intelligence, No-Code and Vibe coding — topics that collectively have 484.4k followers on Product Hunt. The dashboard above tracks how Agent Builder by Airtop performed against the three products that launched closest to it on the same day.
Who hunted Agent Builder by Airtop?
Agent Builder by Airtop was hunted by Ben Lang. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Reviews
Agent Builder by Airtop has received 9 reviews on Product Hunt with an average rating of 4.67/5. Read all reviews on Product Hunt.
For a complete overview of Agent Builder by Airtop including community comment highlights and product details, visit the product overview.
Ben Lang
Every CEO I talk to is trying to shrink their AI token bill.
AI agents are expensive (and slow) because they re-reason every step, on every run. So we created Agent Builder, which compiles automations into efficient, reusable code.
We gave the same multi-step task to a traditional LLM agent (Claude Code on Opus 4.7) and an agent compiled with Agent Builder. Here are the results:
👉 LLM agent: 7m 58s, $6.26 per run
👉 Airtop agent (compiled): 1m 21s, $0.063 per run
6x faster at ~1% of the cost. Same results, fewer tokens burned.
Agent Builder does the thinking once, at build time, instead of every time the agent runs.
To use Agent Builder, just describe any workflow in plain English. It builds the automation, tests it, and compiles it into deterministic code that runs like software. Agent Builder works with any API or website, and connects natively to integrations like Slack and Google Sheets.
Just like software, compiled agents can break. Especially if you’re running a web automation on a website that changes.
So we taught Airtop agents to heal themselves.
🧠 If a run fails → Airtop notifies you and diagnoses what broke
⚙️ Airtop automatically builds a fix for the agent and verifies the fix with real test runs
✅ Airtop sends you a repair draft so you can check it before deploying
Who’s it for? Founders and ops, marketing, sales, and finance teams that want to automate repeatable work without spending a fortune on AI tokens.
🔗 Try it free at airtop.ai/agent-builder
🎟️ Code AGENTSTARTERPH gets you 1 free month of Airtop’s Starter plan.
We’re here all day. Ask us anything!