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Automated code generation and modification from natural language prompts
Code understanding and codebase Q&A
Cloud and local execution with stateful handoff between environments
Parallel and proactive task handling in isolated sandboxes
Automated pull request reviews with runnable validation and suggestions
IDE and CLI integration, including a VS Code extension
Secure authentication with multi‑factor support
Pull request creation and proposal automation
Reinforcement learning on real‑world codebases for iterative, instruction‑following behavior
Seamless GitHub repository integration for continuous delivery and faster iteration
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Generate REST endpoints, write unit tests, and fix failing integrations from natural language specs.
Implement UI components and state management, and modify existing code based on product requirements.
Scaffold new projects, configure routing and data models, and set up CI with iterative testing.
Translate exploratory notebooks into production pipelines and optimize performance bottlenecks.
Auto-generate unit, integration, and regression tests and triage failures with explanations.
Author CLI scripts and GitHub Actions, validate builds, and automate deployment steps.
Run automated pull request reviews, reason across dependencies, and suggest improvements in PRs.
Refactor legacy modules safely, rename symbols at scale, and keep style consistent across the codebase.
Ask questions about the codebase to accelerate onboarding and clarify unfamiliar sections.
Propose and create pull requests directly from issues and natural language prompts.
Get the latest AI workflows to boost your productivity and business performance, delivered weekly by expert consultants. Enjoy step-by-step guides, weekly Q&A sessions, and full access to our AI workflow archive.