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Integuru bets LLMs can reverse-engineer internal APIs; YC W24 launch drew 218 HN points

YC W24 startup: open-source agent turns recorded browser traffic into code against platforms' internal APIs; 218-point Launch HN on 2024-10-29.

Integuru

The betThat LLMs can decipher platforms' internal API patterns from captured browser traffic and write runnable integration code, so no official API is needed.Live

What the business is

Integuru builds fast integrations with platforms that lack official APIs: its agent watches a user's browser session, reconstructs the internal request graph and emits code that talks to the platform's own endpoints; the company charges for custom builds, hosting and authentication management.

How it started

Richard Zhang and Alan Lu, recent college graduates, wanted to make US income-tax data accessible; banks, brokerages and payroll companies ignored their requests for API access, so they reverse-engineered those systems to pull W-2s and 1099s. Browser automation proved unreliable and slow, so after manually reverse-engineering dozens of platforms and spotting patterns LLMs could decipher, they built an agent to automate the work and open-sourced it as Integuru (YC W24).

What happened

The v0 repo takes a HAR file of browser requests, cookies and a plain-language prompt — for example 'download utility bills' — and outputs runnable Python that hits the platform's internal endpoints. In the launch thread the team said Integuru began as an internal tool and was expanding beyond the tax industry, charging for custom integrations, hosting and cookie-based authentication; commenters pressed on what happens when unofficial APIs change and where the legal line sits, and the founders answered with auto-patching plans and a focus on use cases where users own their data.

No ending yet — it is still running.

Background

Integuru is a Y Combinator W24 startup selling integrations with platforms that have no official API. Its open-source agent records a user's browser session, identifies the internal network requests behind an action such as downloading a utility bill, builds a dependency graph between them, and generates runnable Python that calls the platform's own endpoints directly — no browser automation at runtime.

The founders, Richard Zhang and Alan Lu, started as recent graduates trying to make US income-tax documents (W-2s and 1099s) accessible; banks, brokerages and payroll companies ignored their API-access requests, so they built the integrations themselves. Browser automation was unreliable when UIs changed and too slow in production, so they concluded reverse engineering was the only route and, after doing it across dozens of platforms, built an LLM agent to automate it.

Integuru launched on Hacker News on 2024-10-29 with a 218-point and 83-comment thread; the launch version was AGPL-3.0 open source, with revenue from custom integration builds, hosting and authentication management. Commenters debated the legal line and what happens when an unofficial API changes, while the founders described auto-patching plans and use cases where end users own their data; as of the 2026-09-04 crawl the repo describes v0 as the earliest release and points to a newer product at integuru.com.

What has to be true

  • Traction on named platforms: Launch HN on 2024-10-29 (item 41983409) drew 218 points and 83 comments, and the GitHub repo held 4.8k stars and 381 forks at the 2026-09-04 crawl.
  • A clear, falsifiable technical bet: that LLMs can read internal API patterns from captured traffic and emit working integration code — replacing the humans who reverse-engineer by hand.
  • A visible origin in the launch text: refused API access led the founders to build integrations anyway, and the pain of doing that manually is the wedge the company still sells against.
  • A live debate in the thread — breakage and CFAA or ToS risk — that defines the bet's ceiling, with the founders answering with auto-patching and user-owned data.

What can be applied

When vendors refuse you API access, the reverse-engineering you do anyway can become the product — if you can automate it and sell reliability, with breakage and legal risk as the ceiling.

Aftermath

As of 2026-09-05 Integuru is still building: the GitHub repo now labels v0 'the earliest version we released publicly' and points to a newer product at integuru.com, whose site claims 10M+ monthly API calls, YC backing and paid plans from free to $499+/month. No funding amount or exit appears in the record; direct HTTP integration instead of browser automation remains the product's stated core.

Sources

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