Nimbalyst Use Cases for Developers

Investigate Stack Traces

Paste a stack trace and Claude Code and Codex pinpoint the root cause across your entire codebase.

Reproduce & Isolate

Claude Code and Codex write a minimal reproduction case so you can verify the fix before merging.

Apply & Verify the Fix

Review the proposed changes in Nimbalyst's diff view and approve with one click.

Plan Before You Code

Generate a structured plan doc with Claude Code and Codex that maps features to your existing architecture.

Implement Incrementally

Claude Code and Codex writes code step-by-step, checking in at each milestone for your approval.

Track Every Edit

Nimbalyst's file sidebar shows every file touched so nothing slips through unreviewed.

Visual Diffs

See exactly what Claude Code and Codex changed with a side-by-side diff before anything lands in your repo.

AI-Assisted Review

Ask Claude Code and Codex to explain any change, flag risks, or suggest improvements inline.

Approve or Edit

Accept the full patch, edit specific lines, or reject and redirect — all without leaving Nimbalyst.

Diagram First

Describe your system and Claude Code and Codex generates an Excalidraw architecture diagram instantly.

Iterate Visually

Refine the diagram in the canvas, then use it as context for implementation sessions.

Generate Scaffolding

Claude Code and Codex turns your architecture diagram into a project scaffold with folders and stubs.

Isolated Worktrees

Spin up a git worktree so Claude Code and Codex implements features on an isolated branch without touching your working copy.

Parallel Sub-Agents

Claude Code and Codex spawns sub-agents to work on different parts of the feature simultaneously — watch them all progress in real time.

Review Modified Files

See every file changed in the sidebar, open diffs inline, and approve or redirect before merging the branch.

Write Tests First

Claude Code and Codex generates comprehensive test suites from your spec before a single line of implementation is written.

Run & Fix in Loop

Claude Code and Codex runs your tests, reads the failures, and iterates until the suite is green.

Coverage Reports

Ask Claude Code and Codex to identify untested paths and fill gaps with targeted tests.

Auto-Generate Docs

Claude Code and Codex reads your codebase and writes accurate README files, API references, and inline comments.

Keep Docs in Sync

After any feature change, run a doc update session so documentation never falls behind code.

Edit in Markdown

Nimbalyst's markdown editor lets you refine generated docs with live preview side by side.

Identify Problem Areas

Claude Code and Codex audits your codebase for duplication, tech debt, and anti-patterns with a full report.

Refactor Safely

Changes are made incrementally with tests run at each step to ensure nothing breaks.

Review the Delta

Nimbalyst's diff view lets you approve refactors file by file before committing.

Bootstrap Projects

Claude Code and Codex reads your stack and generates configs, dotfiles, and setup scripts tailored to your environment.

Onboard New Devs

Generate a step-by-step onboarding doc from your repo so new teammates are productive on day one.

Automate Repetitive Setup

Claude Code and Codex writes shell scripts for tasks you do repeatedly so you only set up once.

Generate Changelogs

Claude Code and Codex reads your commit history and produces a clean, user-facing changelog automatically.

Pre-Release Checklist

Run a release review session to catch missing tests, stale docs, or version bumps before shipping.

Post-Mortem Analysis

After incidents, Claude Code and Codex analyzes logs and timelines to draft a structured post-mortem doc.

Nimbalyst Use Cases
for Developers

Comprehensive Developer Workflows

Investigate Stack Traces

Reproduce & Isolate

Apply & Verify the Fix

Plan Before You Code

Implement Incrementally

Track Every Edit

Visual Diffs

AI-Assisted Review

Approve or Edit

Diagram First

Iterate Visually

Generate Scaffolding

Isolated Worktrees

Parallel Sub-Agents

Review Modified Files

Write Tests First

Run & Fix in Loop

Coverage Reports

Auto-Generate Docs

Keep Docs in Sync

Edit in Markdown

Identify Problem Areas

Refactor Safely

Review the Delta

Bootstrap Projects

Onboard New Devs

Automate Repetitive Setup

Generate Changelogs

Pre-Release Checklist

Post-Mortem Analysis

Built for how developers work

Session Manager

Code Review & Diffs

Excalidraw Architecture

File Edits Sidebar

Nimbalyst: Agent-native visual workspace for Builders

Nimbalyst Use Casesfor Developers

Comprehensive Developer Workflows

Investigate Stack Traces

Reproduce & Isolate

Apply & Verify the Fix

Plan Before You Code

Implement Incrementally

Track Every Edit

Visual Diffs

AI-Assisted Review

Approve or Edit

Diagram First

Iterate Visually

Generate Scaffolding

Isolated Worktrees

Parallel Sub-Agents

Review Modified Files

Write Tests First

Run & Fix in Loop

Coverage Reports

Auto-Generate Docs

Keep Docs in Sync

Edit in Markdown

Identify Problem Areas

Refactor Safely

Review the Delta

Bootstrap Projects

Onboard New Devs

Automate Repetitive Setup

Generate Changelogs

Pre-Release Checklist

Post-Mortem Analysis

Built for how developers work

Session Manager

Code Review & Diffs

Excalidraw Architecture

File Edits Sidebar

Nimbalyst: Agent-native visual workspace for Builders

Nimbalyst Use Cases
for Developers