Lispa for Insurance technology

Keep the paperwork moving.
Check the software behind it.

Document uploads, saved quotes, and policy-system integrations cross a lot of boundaries. Ask Lispa to reproduce a concrete failure and bring back the patch with evidence.

Start with Lispa →Find your first task ↓

See plans and usage charges

Lispa egg agents illustrate a claim form that holds together for insurance technology. — Works with
Claude
Codex
Grok
Gemini
Open models

From your backlog to a clear brief

Three useful places to start.

Use synthetic applicants and documents in a sandbox. Keep the requested work scoped to software behavior and approved mapping rules.

01 / Suggested task

Fix an interrupted upload.

A document upload fails midway and leaves the form stuck. Test the retry and preserve the user’s draft.

Ask for

Upload and recovery tests, a focused patch, and browser evidence.

Use this starter prompt

MAKE IT YOURS

Reproduce [claims upload issue] in [repository] with synthetic files. Check size limits, invalid types, interrupted uploads, retry, and draft preservation. Fix the cause, run regressions, and capture desktop and phone results. Do not use real claim records, make claim decisions, or deploy.

See the full workflow →

02 / Suggested task

Keep a saved quote consistent.

Returning to a draft changes a field unexpectedly. Follow the state from form to API and back.

Ask for

State-restoration tests and screenshots for the agreed form behavior.

Use this starter prompt

MAKE IT YOURS

Test draft save and resume in [quote form] in [repository] with synthetic applicants and a mocked pricing response. Cover conditional fields, navigation, expired drafts, and server errors. Fix [reported state issue] and show browser and regression evidence. Leave pricing and eligibility rules unchanged; do not submit live applications.

See the full workflow →

03 / Suggested task

Test the policy adapter.

An optional field becomes required in a downstream API. Check the mapping and make the failure useful to diagnose.

Ask for

Contract fixtures, mapping checks, and explicit error handling.

Use this starter prompt

MAKE IT YOURS

Review [policy adapter] in [repository] against [approved API contract]. Use synthetic fixtures for missing fields, unknown enum values, duplicate messages, and version changes. Fix [agreed mapping defect], add tests, and report unresolved rules. Do not call live policy systems or alter coverage decisions.

See the full workflow →

Suggested engineering workflows, not customer case studies. Adapt the brief and review the result with your team.

Inside Lispa / Browser testing & evidence

Inspect the form fix with its browser evidence.

A finished task should bring back more than a message. Ask for the relevant tests, a browser check, and screenshots of what changed. Keep the evidence beside the delivery.

Explore browser testing & evidence →

Works with

Claude
Codex
Grok
Gemini
Open models

Actual Lispa delivery-review interface showing a fictional payment fix, verification evidence and review controls. — Actual Lispa interface · Fictional demo data · Shared product exampleView full size ↗

Inside Lispa / Pull requests & follow-up

Review integration changes against the expected data contract.

Inspect the change, the latest agent review, and the CI checks together. Ask Lispa to follow up on new commits, address feedback, and keep checking the result.

Explore pull requests & follow-up →