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Screenshot To Code Frontend Generation Full Stack App Generation Devops Deployment Testing Qa Code Generation Dev Infrastructure Software Development

Firebase Studio

✓ verifiedFree

Browser-based AI dev workspace by Google for full-stack apps; being sunset on 22 Mar 2027, no new workspaces.

531K visits/mo

Jam

✓ verifiedFreemium

One-click bug-reporting tool that auto-captures console, network logs and repro steps for developers.

730K visits/mo2.9K saves

Netify

✓ verifiedPaid

Local deep packet inspection and network intelligence giving businesses full visibility into application, VPN and Tor traffic.

253K visits/mo

Codia AI

✓ verifiedFreemium

Converts screenshots, PDFs, and slides into editable Figma, PowerPoint, or Canva designs and turns Figma layouts into code.

236K visits/mo1.6K saves

Stately

✓ verifiedFreemium

Visual state-machine editor (built on XState) that lets teams design app logic as diagrams and export runnable JS/TS code.

71K visits/mo

Pricing

No public pricing

Free: $0 (30 Jams/mo, 5 recording links)

Team: $14/creator per month billed yearly (unlimited Jams)

Free trial available

No public pricing

Professional: $33/month (annual) or $39/month (monthly), 1,000 AI generations/month

Team: $167/month (annual) or $199/month (monthly), up to 10 members

Free trial available

Core features

✦Cloud workspaces for full-stack development
✦App Prototyping agent from natural language
✦Gemini AI for coding, debugging and docs
✦Repo import from GitHub, GitLab and Bitbucket
✦Web previews and Android emulators
✦Deploy to Firebase App Hosting, Hosting or Cloud Run

✦One-click bug capture via browser extension
✦Automatic repro steps
✦Console, network and device logs
✦Instant replay of recent activity
✦Backend tracing and an AI debugger
✦Integrations with Jira, Linear, GitHub and Slack

✦Local deep packet inspection agent
✦Application identification data feeds
✦VPN and Tor IP datasets
✦Network informatics and analytics
✦Developer documentation

✦Screenshot-to-editable-design conversion
✦NoteSlide: PDF and image slides to editable PowerPoint or Keynote
✦Figma-to-code generation
✦Image-to-vector/SVG and PSD/web-to-Figma import
✦Visual Struct API for developers
✦Codia AI Vision layout and typography reconstruction

✦Drag-and-drop visual state machine editor
✦Bidirectional code/diagram sync via XState
✦AI generation and modification of state machines
✦Auto-generated React app prototypes and tests
✦GitHub sync and Figma embedding
✦Live simulation and Stately Inspector for debugging
✦Version history and shareable diagrams

Use cases

→Prototyping apps from a prompt or mockup
→Building full-stack apps in the browser
→Collaborating and sharing preview URLs
→Deploying and monitoring apps quickly

→Filing detailed bug reports
→Reproducing issues faster in QA
→Sharing debug context with engineers
→Triaging support bug reports

→Classify application traffic on a network
→Detect VPN and Tor usage
→Feed DPI data into security and analytics tools

→Rebuild UI screenshots into editable Figma layers
→Turn NotebookLM PDFs into editable decks
→Convert images and posters into reusable design assets
→Move designs between Figma and Canva
→Extract layout structure via API

→Frontend teams modeling complex UI flows
→Backend teams documenting workflow logic
→Teams wanting living, always-current documentation
→Non-technical stakeholders reviewing app logic visually

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