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Screenshot To Code AI Agent Infrastructure Frontend Generation Full Stack App Generation Devops Deployment Testing Qa Code Generation Dev Infrastructure

StackGen

✓ verifiedPaid

Agentic AI platform ('Aiden') that automates incident response, infrastructure-as-code and observability tasks with policy-based governance.

13K 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

Builder.io

✓ verifiedFreemium

Visual development platform with AI design-to-code, a visual editor and headless CMS so teams and agents ship UI in real code.

806K 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

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

Pricing

No public pricing

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

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

Free trial available

Free: $0 per user/mo (60 agent credits)

Pro: $24/user/mo (500 credits)

Team: $40/user/mo

No public pricing

Core features

✦Automated service discovery and dependency topology mapping
✦SLO-based alert triage and prioritization
✦AI-driven root cause analysis with pre-built workflows
✦Human-approved remediation with full audit trails
✦Works alongside existing tools like Datadog, Grafana, New Relic
✦Governance and policy enforcement layer for agent actions

✦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

✦AI design-to-code (Figma to code)
✦Visual editor tied to your components
✦Headless/visual CMS
✦AI agents (Builder-Agent) that open PRs
✦Integrations: GitHub, GitLab, Bitbucket, Figma, VS Code
✦Roles, reviews and collaboration

✦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

✦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

Use cases

→SRE teams reducing mean-time-to-resolution during incidents
→Platform engineers wanting policy-governed AI infrastructure management
→Enterprises needing SOC 2 / PCI / HIPAA-compliant AI operations

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

→Convert designs to production code
→Let non-developers edit pages visually
→Manage content with a headless CMS
→Collaborate across design, PM and engineering

→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

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

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