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AI Agent Infrastructure Full Ide Frontend Generation UI End To End Ide Copilots Devops Deployment Testing Qa Coding Assistants Copilots

MarsCode

✓ verifiedFree

AI-powered IDE with code completion, generation, explanation and debugging, plus a cloud dev environment, for developers.

69K visits/mo

StackGen

✓ verifiedPaid

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

13K visits/mo

QA.tech

✓ verifiedPaid

AI agent-based end-to-end testing platform for SaaS teams that runs exploratory and PR-triggered tests without maintaining test scripts.

29K visits/mo8.7K saves

Anima

✓ verifiedFreemium

AI design-to-code tool that converts Figma designs or cloned websites into HTML/React and builds apps with vibe coding.

321K visits/mo1.3K saves

Releem

✓ verifiedFree trial

Continuously analyzes MySQL, MariaDB, and PostgreSQL workloads to recommend and safely apply configuration and query fixes.

22K visits/mo5.1K saves

Pricing

No public pricing

Free: $0/mo (5 code generations/day, 5 imports)

Enterprise: from $500/mo billed annually (SSO, SLAs)

Starter: $39/month billed annually (1 database server, or $49/month on-demand)

Scale: $123/month billed annually (up to 5 database servers, or $199/month on-demand)

Hosting: $99/month (up to 9 database servers)

Free trial available

Core features

✦AI code completion and snippet generation
✦Natural-language code generation
✦Code explanation and AI Q&A
✦Automated bug detection and fixes
✦Zero-config cloud development environment
✦Project creation from templates or Git

✦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

✦AI agents that visually explore and test UI like a real user
✦Automatic PR-triggered test runs via GitHub/Vercel preview integration
✦Self-healing tests that adapt to UI and workflow changes
✦Mobile web, iOS, and Android app testing support
✦Detailed debugging with screenshots, logs, and failure reasoning
✦Cloud-native execution with no source-code access required

✦Figma-to-code (HTML/React)
✦Clone any or private website to code
✦AI website and app builder
✦Figma agent (Buddy) and design agent
✦Anima MCP server and API
✦Adobe XD support

✦Workload-based configuration tuning
✦SQL query analytics and optimization suggestions
✦Schema optimization (duplicate/unused index detection)
✦24/7 automated health and security monitoring
✦One-command agent installation
✦Human approval required before applying changes

Use cases

→Writing and completing code faster with AI
→Onboarding to unfamiliar codebases
→Debugging and optimizing code
→Spinning up dev environments in the browser

→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

→Engineering teams wanting regression testing without maintaining scripts
→SaaS companies needing continuous QA feedback on every pull request
→Teams replacing manual QA hours with automated agent-driven testing

→Converting Figma designs to code
→Cloning sites as starting points
→Building web apps with AI
→Automating design-to-code in dev workflows

→Database teams reducing manual tuning workload
→Hosting providers optimizing customer databases at scale
→Engineering teams without a dedicated DBA fixing performance issues
→AWS RDS users tuning managed database instances

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