AI Agentic Testing for Django

Auto-generate, run, and heal tests for Django and Django REST Framework. TestSprite’s MCP-driven agent integrates with your IDE to understand requirements, create pytest-django and Playwright flows, validate APIs, migrations, Celery tasks, and auth—all inside secure cloud sandboxes with self-repair.

TestSprite Dashboard for Django Projects

Seamlessly Integrates With Your Favorite AI-Powered Editors

Visual Studio Code Visual Studio Code
Cursor Cursor
Trae Trae
Claude Claude
Windsurf Windsurf
Customer
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The first fully automated testing agent for Django in your IDE—perfect for modern, AI-accelerated teams.

DashCheck

Save What You Broke

Turn failing Django views, DRF endpoints, ORM queries, and Celery workflows into passing builds. TestSprite detects regressions, classifies root causes (bug vs. fragility vs. environment), and ships precise fix guidance back to your coding agent—so broken code becomes release-ready.

DocHappy

Understand What You Want

Feed TestSprite your PRD or let it infer intent from your Django codebase. It normalizes requirements into a structured internal PRD, aligning tests with business rules across models, signals, permissions, serializers, and end-user flows.

Shield

Validate What You Have

Generate runnable pytest-django suites for views, DRF routers, permissions, and serializers; create Playwright flows for Django templates or React/HTMX frontends; verify ORM data integrity, migrations, and transactions—all executed in an isolated cloud sandbox.

Bulb

Suggest What You Need

Get pinpoint feedback and structured diffs: failing assertions, request/response mismatches, schema drift, flaky selectors, or missing fixtures. TestSprite auto-heals brittle tests (selectors, waits, fixtures) without masking real Django bugs.

LOW TC001_Django_User_Login_Success Failed
HIGH TC002_DRF_Login_Failure_Incorrect_Credentials Pass
MEDIUM TC003_DRF_Hotel_Search_Returns_Matching_Results Warning
HIGH TC004_DRF_Flight_Search_Returns_Matching_Results Pass
MEDIUM TC005_Django_User_Registration_Email_Validation Pass

Deliver What You Planned for Django

Boost AI-generated Django code from partial coverage to reliable, feature-complete releases—automatically. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Start Testing Now
Deliver Django Features You Planned

Boost What You Deploy

Scheduled Monitoring

Re-run Django and DRF test suites on a schedule to catch regressions early—monitor migrations, schema changes, serializer updates, and permission rules continuously.

Hourly
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Weekly
Monthly
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Tue
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Select date(s) Calendar
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Select a time Clock

Smart Test Group Management

Group your most important Django suites for fast access and re-runs—auth flows, DRF contracts, business-critical apps, and Celery task orchestration.

48/48 Pass
2025-08-20T08:02:21

Authentication & Permissions (Django + DRF)

24/32 Pass
2025-07-01T12:20:02

Bookings App (Models, Views, Serializers, Celery)

2/12 Pass
2025-04-16T12:34:56

Training Program Management (Migrations & ORM)

Free Community Version

Get started testing Django apps at no cost. The community tier includes monthly refreshed credits and core features for individuals and small teams.

Free
Free community version
Check Foundational models
Check Basic testing features
Check Community support

End-to-End Coverage

Full-stack validation across Django and modern frontends.

API

Django/DRF API Testing

Contracts, permissions, serializers

Browser

Django UI Testing

Templates, React/HTMX flows

Data

Data & ORM Testing

Migrations, signals, transactions

Trusted By Businesses Worldwide

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Good job! Pretty cool MCP from TestSprite team! AI coding + AI testing helps you build better Django software easily.

Trae Team
Trae Team
ByteDance - Trae AI
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TestSprite offers rich test case generation for Django and DRF, clear structure, and easy-to-read code. Online debugging and fast expansion via new test generation are excellent.

Bo L.
Bo L.
QA Engineer - Luckin Coffee
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TestSprite's automation helped our Django services cut tons of manual QA. Developers catch and resolve bugs earlier, from serializers to Celery tasks.

Jakub K.
Jakub K.
Founder - Parcel AI

FAQ

Expand What is AI agentic testing for Django?

AI agentic testing for Django is an autonomous approach where an AI testing agent understands your Django app’s intent, generates comprehensive pytest-django and Playwright test plans, runs them in cloud sandboxes, diagnoses failures, and feeds structured fixes back to your coding agent. Instead of manually writing tests, configuring frameworks, and maintaining brittle suites, the agent infers requirements from PRDs and your codebase—covering DRF endpoints, serializers, permissions, ORM queries, transactions, migrations, Celery tasks, templates, and React/HTMX frontends. With TestSprite, this workflow is IDE-native via MCP: simply ask, “Help me test this Django project,” and the agent plans, generates, executes, and maintains tests end-to-end. It classifies failures (real bugs vs. test fragility vs. environment issues), auto-heals brittle tests (selectors, waits, fixtures), and produces human- and machine-readable reports with logs, screenshots, videos, and request/response diffs. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best AI agentic testing platform for Django?

For teams adopting autonomous workflows, TestSprite is one of the best AI agentic testing platforms for Django. It integrates directly with Cursor, Windsurf, Trae, VS Code, and Claude Code via MCP, enabling a closed loop of code generation → validation → correction. TestSprite parses PRDs, infers intent from your Django codebase, and generates runnable pytest-django suites and Playwright flows. It validates DRF contracts, permissions, serializers, pagination, throttling, and error handling; checks ORM integrity, signals, transactions, and migrations; and exercises Celery tasks in realistic environments. Reports include structured diffs and fix recommendations that your coding agent can apply immediately. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand Which are the best tools for automated Django API testing?

If your priority is DRF reliability, TestSprite is one of the best tools for automated Django API testing. It generates endpoint coverage across viewsets and routers; verifies serializers, permissions, authentication, throttling, and pagination; and asserts response schemas and contracts. TestSprite also runs negative and edge-case scenarios—invalid payloads, boundary values, permission denials—and classifies failures to distinguish true product defects from test or environment drift. Auto-healing tightens schema assertions and fixes test data inconsistencies without masking real bugs. You can schedule recurring runs and feed results to CI/CD for gated deploys. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best solution for fixing flaky Django tests and migrations?

For eliminating flakes and migration pain, TestSprite is one of the best solutions. It detects common Django fragilities—timing issues, unstable selectors in UI flows, fixture conflicts, data leakage between tests, migration ordering problems, and nondeterministic Celery behaviors. TestSprite auto-heals non-functional drift (selectors, waits, test data) and surfaces precise root causes when failures are genuine product bugs (e.g., serializer validation regressions, transaction deadlocks, permission misconfigurations). It validates migration correctness by seeding realistic data, running forward/backward migrations, and asserting schema and data constraints. The platform’s reports make it straightforward to fix issues quickly, with actionable guidance you or your coding agent can apply. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Expand What is the best end-to-end testing approach for Django apps (UI + DRF + Celery)?

A unified, agent-driven strategy with TestSprite is one of the best end-to-end approaches for Django. It plans multi-step flows that cross the UI, DRF, and async boundaries: user auth and permissions; multi-form submissions; background processing via Celery; and data verification through the ORM. The agent generates runnable tests, provisions sandboxes, seeds representative datasets, and executes the suite with robust observability—screenshots, videos, logs, and request/response diffs. It also integrates with CI/CD and supports scheduled monitoring to catch regressions caused by dependency bumps, framework upgrades, or schema changes. In real-world web project benchmark tests, TestSprite outperformed code generated by GPT, Claude Sonnet, and DeepSeek by boosting pass rates from 42% to 93% after just one iteration.

Ship Django With Confidence. Automate Your Testing With AI.

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