All Software & development cases
345 published cases, newest first.
Read the source-checked Software & development hub
Category overview
345 cases added in the last 30 days. Published between 2026-11-01 and 2026-11-05. Statistics current as of 2026-11-11.
Common tools
- Claude Code · 69
- custom-built or unnamed agent · 42
- Replit Agent · 40
- Devin · 34
- Codex · 32
Source types
- Secondary write-up · 336
- Community practice · 6
- Vendor story · 3
Counts describe this published snapshot. Source reports are not independently verified.
All 345 cases
- TCL soft-engineering center: CodeBuddy cuts bug hunts from 8h to 1.5h
- Auto-file issues when your agent mishandles Svelte
- Run local desktop commands through the ChatGPT website
- Point a computer-using bot at any repo
- Let Copilot agent mode iterate on involved coding tasks
- Run Cursor agent mode safely with containers and hooks
- Build and deploy a Hacker News scraper app
- Vibe-code and deploy an idle clicker game
- Run a persistent project manager agent for a software project
- Deploy agent-built static pages to your own Cloudflare domain
- Draft pull request reviews for you to edit and send
- Build a deals page step by step with Devin
- Build a personal portfolio site with AI chat as a non-developer
- Convert React MUI components to Tailwind with Devin
- Find bugs with property-testing agent swarms
- Code in the terminal with an agent
- Turn tickets into merged pull requests with one-shot coding agents
- Babysitting LLMs in Copilot Agent Mode: Four Full-Stack Builds, Four Models
- Shepherd PRs to merge automatically
- Have Claude read GitHub code and post drafts
- Update a digital assets platform with Manus
- Pair-program with LLMs on personal projects
- Diagnose a killed process on a server
- Bump a dependency via a coding agent PR
- Auto-pull proven skills for Cursor on an analytics dashboard
- Write, review and document code across a product's PRs
- Triage AWS costs with a slimmer MCP server
- Port a Chrome extension to Safari
- Run parallel Claude sessions to build and test apps
- Replace token-heavy Jira and GitLab MCPs with CLI skills
- Let Copilot Agent Mode handle coding, then constrain it
- Build a tenant management portal for landlords
- Build a mental health app with Replit Agent
- Build and run an iOS app on an iPhone without a Mac
- Review GitHub pull requests for bugs and security
- Ask a coding agent to fix an existing PR
- Split a React Native to Swift migration across agents
- Test Devin on pulling Notion data into Sheets
- Build a website with Manus
- Optimize CUDA kernels with agents that benchmark and profile
- Run Claude Code in an isolated VM that opens PRs
- Build a full app with Manus
- Audit hundreds of pull requests with a terminal coding agent
- 16 Claude Agents Write a 100,000-Line C Compiler: Linux 6.9 Builds for $20,000 over ~2,000 Sessions
- Run builds, tests and PR creation with shell commands
- Build a calculator web app and refactor it with Devin
- Migrate an Electron app from Vue 2 to Vue 3
- Create and read issues from Claude Code via a Tangled MCP server
- Find errors in production agent traces
- Set up weekly changelogs and fix docs from GitHub issues
- Diagnose AWS issues with read-only Claude access
- Refactor a million-line repo with 1,393 subagents
- Build a midnight-vanishing social media app with Replit
- Migrate a password reset flow to modern libraries
- Try Devin for pull requests on a company codebase
- Migrate a website from a CMS to raw code and Markdown
- Find and fix flaky tests in a broken CI pipeline overnight
- Add a third-party API integration via Devin PR
- Build a full CRM with email, video and calendar
- Build a safety data sheet retrieval system with Manus
- Audit a codebase for redundant dependencies and polyfills
- Scaffold a new service end to end with agents
- Give coding agents git-native persistent memory
- Build an iCloud skill with a Muse agent
- Run each coding agent session in a cgroup that is killed on completion
- Generate large amounts of code with Manus
- Build an invitation card website purely by prompting
- Scan every git commit for secrets and injection flaws
- Build old and new apps with coding agents
- Debug overnight with a long-running agent
- Schedule Codex automations for docs, tracking, and API tests
- Restyle a pull request to match repo house style
- Run an AI software factory that opens, reviews, and merges PRs
- Control a browser to fill forms and debug sites
- Build and deploy a blog aggregator website in a day
- Troubleshoot a production-only performance issue
- Let terminal agents make phone calls
- Pick up new bugs automatically under team rules
- Fix app bugs, harden security and ship fixes autonomously
- Break development work into phases for Copilot
- Have Copilot write all of a day's pushed code
- Turn a website into a mobile app
- Keep coding agents running autonomously for long stretches
- Reverse engineer legacy systems without source code
- Catch intent conflicts between parallel coding agents
- Build a full web app with database, storage and landing page
- Create accounts, buy domains, and deploy without a human
- Let an agent extend its own code inside a Docker sandbox
- Crawl documentation into clean Markdown for AI agents
- Hand off coding sessions between agent accounts at usage limits
- Manage several websites across WordPress, Astro and Eleventy
- Build a Pong game and website from scratch
- Build a multilingual typing app for language learning
- Get Microsoft Office running on Linux via Wine
- Speed up Rust code by having agents iteratively optimize it
- Run terminal commands via Copilot CLI subagents
- Test local web apps and fix errors in one session
- Build an AI app over ten days
- Build a booking app with calendar and Stripe sandbox
- Build and deploy an app over a weekend
- Get automated code review on your own pull requests
- Turn customer support tickets into investigated pull requests
- Test API endpoints in Postman and report results
- A Solo Legacy Migration with Claude Code: 95%+ API Coverage and Human Plan Reviews Before Every Phase
- Patch and write software on old iMacs over SSH
- Spec features with AI and hand off to coding agent
- Brex Migrates 180 Microservices in a Month with Self-Hosted Cursor Agents: 32x, ~90% Cheaper
- Build a dev-workflow generator with test-driven agent coding
- Fix and resubmit a rejected app remotely
- Build apps, debug repos and set up CI/CD with Devin
- Scan an app for UX improvements with computer use
- Migrate WordPress posts to MDX
- Resolve a Slack-reported issue with a coding agent
- Click through apps to verify its own work
- Run agent builds and tests on remote Windows VMs
- Queue maintenance and bug fixes for Cursor background agents
- Use a bot as a QA intern on a live app
- Build small features and integrations with Cursor agent mode
- Configure macOS and dev tooling from the terminal
- Linus Torvalds Builds a Kernel Patch with Claude Code: Significant Gains, Branch-Only for Now
- Scaffold a second module from an existing one's structure
- Add agentic forgetting to an agent's memory
- Make GitHub profile and repos English-first
- Update a docs page of AI CLI tools with Devin
- Flag documentation drift from merged PRs weekly
- Build a book donation app and demo video in a buildathon
- Investigate broken builds and merge fixes
- Give an agent a rack-mounted phone to operate over ADB
- Run agents that work Jira tickets, review PRs and send updates
- Generate a FastAPI web app from one Copilot command
- Code with Manus and auto-deploy via GitHub and Vercel
- Build and deploy a meeting app from a prompt
- Build custom real estate tools for offers and deal tracking
- Build and ship a micro-SaaS in three hours
- Audit a feature's issues and hand them to an engineer's agent
- Catch cloud outage risks before they happen
- Run Codex with low-touch planning and port reservation
- Build code with agents while keeping a working understanding
- Manage Canvas courses in plain English
- Build a Chrome extension for presenting webinars
- Fix bugs and release an app remotely via Telegram command
- Update a legacy Telegram bot and refactor an app
- Turn Slack feedback into PRs and debug infra
- Debug and fix open-source bugs with tests via agents
- Recompile a 1991 assembly PC game with Claude Code
- Build a formally verified Lean web app runtime with an agent
- Run parallel local coding agent sessions
- Run parallel coding agents from Markdown specs in tmux
- Build a clinic app with booking and trackers
- Automate web configuration from coding sessions
- Patch annoying software behavior by pointing an agent at it
- Run a Claude Code refactor unattended
- Hand off coding sessions from local CLI to Devin
- Spin up a second agent as an independent QA reviewer
- Review Linux kernel patches
- Port Claude Code hooks to pi extensions
- Set up nightly GitHub backups with one sentence
- Build a name-and-face quiz site from a spreadsheet
- Triage P2 bugs into draft PRs with demo videos
- One-shot a CLI coding agent on top of a Python LLM library
- Build an email inbox app for the bot's address
- Create Apple II software by conversation with Claude
- Build and test a simple endpoint project with Devin
- Ship more pull requests with Devin across tools
- Fix a broken Delete button in a GitHub repo
- Fix Snyk vulnerabilities and open PRs automatically
- Run a self-hosted, sandboxed software factory
- Triage issues and open fix PRs with a GitHub bot
- Build a production AI video generation app from scratch
- Build an RFP analysis tool
- Turn daily X bookmarks into working tech prototypes
- Turn one goal into an ordered plan of coding-agent tasks
- Deliver a software feature autonomously (partial)
- Build and deploy a Game of Life simulation site
- Write and debug code across eight test tasks
- Write Playwright tests with Playwright MCP and Claude Code
- Diagnose Kubernetes alerts with MCP servers
- Debug Windows crash dumps with an AI agent via MCP
- Run OpenClaw agents for Terraform infra and GitOps from Telegram
- Fix a Linux kernel memory management problem with Claude
- Migrate toolchain, architecture and site design with Claude Code
- Refactor a legacy jQuery plugin and fix its bugs
- Let a custom agent change its own repository
- Edit site design visually and have an agent write the code
- Test how well coding agents can onboard to your product
- Run a task-manager sub-agent with atomic commits
- Build a mobile app turning photos and voice into reminders
- Build and submit a family quest app to the App Store
- Debug code hands-free by voice with Claude Code
- Turn dictated specs into tickets and code with LLM agents
- Catch bugs by exploring web and mobile apps with QA agents
- Auto-open fix PRs from Sentry and log alerts
- Prototype product features as a non-coding PM
- Run sandboxed Claude Code fleet sharing files via MCP
- Ship a product in 72 hours with a bot team
- Build an app from a simple prompt (partial result)
- Build a first app with no coding experience
- Build and ship one app across App Store, Google Play and web
- Build a searchable map of funded companies
- Coordinate sub-agents to monitor PRs and fix prod bugs
- Build a phone voice agent that answers in under half a second
- Hand migrations and bug-fix tickets to a coding agent
- Maintain a profitable Stripe-backed app with Replit
- Diagnose and roll back bad config during outages
- Spend leftover AI quota on reviewable PRs
- Build specs through automated multi-agent verification and review loops
- Triage failed GitHub Actions runs and self-heal flaky tests
- Add a filtered report page to a Razor Pages app
- Publish four Android apps to Google Play built with Replit
- Have a coding agent build and deploy n8n workflows
- Hand narrow code changes to Devin for pull requests
- Ship a backlog landing page from a ticket spec
- Review agent work plans and track user intent logs
- Write a tricky Flutter function with Copilot
- Fix a production boolean-flag bug with Devin
- Build and publish a BaZi chart reading agent
- Port the Copilot runtime to Rust agentically
- Build and launch a code-snippet sharing app
- Autonomously test an entire iOS app and report bugs
- Code from your phone
- Build apps with a judge subagent and multi-stage review
- Build a booking and payment app for tattoo artists
- Run production deploys and port scans from Telegram with OpenClaw
- Fix a broken API website
- Rewrite a runtime from TypeScript to Rust with agents
- Cross-check coding agent answers with a second agent
- Route Linear tickets to PRs across multiple repos
- Run terminal commands with Copilot agent mode
- Build an anonymous wall of hopes and fears about AI
- Update and ship an app using Cursor's agent
- Redesign an admin feature with multiple design options
- Build a pull request review agent with Copilot
- Build a bare-bones Windows VNC client from an email brief
- Bulk-refactor a 1M-line codebase for stricter compiler settings
- Split frontend and backend work across Claude Code and Codex
- Run multi-stage PR reviews with parallel sub-agents
- Diagnose Swift errors with ChatGPT from symptoms and code
- Auto-generate a searchable help video library for an app
- Self-host services on a home server
- Orchestrate a multi-phase RAG migration
- Turn Sentry bug reports into fix pull requests
- Work on mainframes and COBOL
- Build a local landmarks map app from one prompt
- Use Claude Code as co-developer with AGENTS.md and logging
- Run a planner and cheap executor subagent coding pipeline
- Resolve git merge conflicts and push a fix
- Assign GitHub issues to Copilot coding agent
- Build a homepage from Figma designs via MCP
- Migrate a large web application with Copilot Agents
- Build a dramatic digital envelope app for asking friends for money
- Keep docs updated with Cursor background agents
- Generate internal dashboards and data migration scripts
- Rewrite a README after a rearchitecture
- Test Devin on integrations, migration and security review
- Review GitHub pull requests automatically
- Run coding agents like a medical team to fix bugs
- Configure a local AI lab and build a knowledge graph by chat
- Build a working coding agent in R from three tools
- Assign website tweaks to Copilot coding agent
- Run Terraform plan and apply through an MCP agent
- Vibe-code a pull request dashboard across Azure DevOps repos
- Build a project management tool with a 24-hour agent run
- Build a game guide chatbot and browser game with Replit Agent
- Validate firmware in simulation with AI agents
- Run a coding agent on a live Excalidraw canvas
- Run a fleet of engineer bots that fix CI and ship PRs
- Build a local knowledge app for agent outputs with Codex
- Build a privacy-first file conversion web app on Replit
- Iterate on tasks with Copilot CLI autopilot and fleet
- Find code faster with a local search agent
- Debug frontend UI bugs with a browser agent
- Manage NixOS server configs with Claude Code
- Monitor and organize multiple coding agents in one terminal
- Migrate a SaaS from AWS to DigitalOcean
- Turn GitHub issues into draft pull requests with long-running agents
- Ship a first iOS app to the App Store with Replit
- Build a multi-tenant SaaS with an agent
- Take ideas to implementation with a planning-command pipeline
- Run a multi-bot team that opens draft PRs
- Visualize your codebase and coding agents in a 3D workspace
- Turn an open GitHub issue into a PR with a background agent
- Build a WordPress marketing site from Figma overnight
- Delegate web research from Claude Code to Comet
- Have Copilot coding agent write and push code
- Split work between ChatGPT architect and Codex executor
- Code with OpenCode and DeepSeek instead of Claude Code
- Run multi-file refactors and sysadmin tasks on network machines
- Monitor tasks and open pull requests with long-running agents
- Run Claude Code on local models via Ollama
- Build an AI to-do list web app in 9 hours with Replit Agent
- Plan with PRDs and delegate tasks to cheaper agents
- Port Claude Code skills to Codex
- Iterate on app projects while Claude handles change requests
- Build SQLite with a swarm of parallel coding agents
- Lint, fix, commit and push code from the terminal
- Review AI-written code with a layered agent review process
- Attempt to build a navigation app (did not finish)
- Run longer coding sessions with Copilot Agent Mode
- Upgrade site dependencies and frameworks with Cursor
- Click through macOS app builds to catch visual bugs
- Turn tickets into merged pull requests
- Turn Slack and Linear tasks into PRs and fix CI
- Build client prototypes via team chat agent
- Convert a Replit-built app into a frontend and backend setup
- Build a Pokemon-style dog collecting app
- Turn customer feedback into tested pull requests
- Build a tool directory website in a few hours
- Write better CSS with an MDN-aware helper
- Let Claude Code run a Chrome extension project
- Build a first real project with Replit Agent
- Give coding agents compiler-accurate Find Usages for C#
- Debug prod pods and docker-compose with Cursor
- Screen interview code submissions with a Codex review agent
- Rebuild a platform and add RAG features in one day
- Test features on screen and merge fixed PRs
- Build a instant-opening markdown viewer for macOS
- Build a mental models framework with a multi-agent dev team
- Build a budgeting app from a single prompt
- Check code against user intent with review agents and tests
- Update a code base with Copilot chat and agent mode
- RunLLM: Using Devin for Small-Scope Code Fixes
- Claude Code Enables 1997 Game to Run on Modern Devices
- Aspire Auto-Generates Documentation PRs with GitHub Agentic Workflows: 396 Runs and 82 Merged PRs in 31 Days
- Reddit Open Source Project: Building Development Workflows with Claude Code
- GitHub Agentic Workflows
- How a Fern Technical Writer Uses AI Drafting: ~20,000 New Doc Lines a Month, With Human Review on Every Page
- Muse: Check Website DNS, Certificates, and Redirects
- DoorDash Feature Flag Cleanup
- Running Parallel Claude Sessions for App Development and Testing
- Airbnb Test Library Migration
- Ramp OCA On-Call Assistant
- Visual-Driven End-to-End Testing
- Microsoft Azure SRE Incident Investigation
- Shopify River Slack Programming
- Uber uReview Code Review Comments
- OpenAI dots: Creating a Snake Game with Godot
- DoorDash Code Review
- Muse: Clothing Store Project Click Prototype
- OpenAI dots: Using Grok CLI to Create a Login Page
- Gelato Engineering Ticket Triage
- Stripe Minions Backend Coding
- Cloudflare Multi-Role Code Review
- OpenAI dots: Coordinating Fitness App Launch Preparation
- Google Code Migration
- Spotify Honk Coding Feedback