Understand the web system. Build what comes next.

When documentation stops short of how a web application actually works, we trace the behaviour from the browser down to the protocol and build from what we can verify.

When we can help

For teams integrating with undocumented web systems, diagnosing a broken automation flow, or reconstructing the requests behind an application.

Request and protocol analysis

Map the sequence of requests, session state and dependencies that make a web workflow function. Distinguish what the client sends from what the server actually requires.

Browser JavaScript analysis

Trace client-side logic and obfuscated code to understand request construction and runtime behaviour. Investigate anti-bot mechanisms where they affect the agreed workflow.

Undocumented web APIs

Reconstruct endpoints, payloads and state transitions from observed behaviour. Validate the flow across representative inputs and failure cases.

Working implementation

Turn the findings into a client, backend integration or automation component. Scope the code, technical notes and deployment needs around what your team will operate.

From first look to handoff

  1. 01

    Define the behaviour

    Show us the web application, the workflow you need and where the existing approach fails. Agree on a concrete result to investigate.

  2. 02

    Trace and test

    Inspect browser execution and network exchanges. Use controlled comparisons to separate verified behaviour from assumptions.

  3. 03

    Reconstruct the flow

    Implement the required requests and state handling, then compare the result with the observed application behaviour.

  4. 04

    Deliver the integration

    Connect the implementation to your system and document relevant constraints. Agree on how changes in the upstream application will be handled.

Inside the work

Technical writing by the engineers behind status403.

If the end goal is ongoing data collection, our web scraping service covers orchestration, data delivery and operating the pipeline. Web Scraping & Automation

Free consultation

Show us the flow you need to understand.

Book a free 30-minute call. We'll discuss your project, assess feasibility, and outline a clear path forward.

We’ll email you a link to choose a time.