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AI Agent Infrastructure Devops Deployment Testing Qa Apis Integration Dev Infrastructure Software Development

Defang

✓ verifiedFreemium

Developer tool that deploys Docker Compose apps (with LLMs and databases) into your own AWS, GCP or Azure account via one command.

20K visits/mo

Pump

✓ verifiedFree

Free cloud cost-optimization platform that pools buying power to give startups enterprise-level AWS, GCP, and Azure discounts.

64K visits/mo3.2K saves

Qase

✓ verifiedFreemium

Test management platform unifying manual and automated test results with AI-assisted case generation, for scaling QA teams.

375K 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

Capsolver

✓ verifiedPaid

Automatic AI CAPTCHA solver for reCAPTCHA and Cloudflare; high traffic but bypass niche.

281K visits/mo787 saves

Pricing

Starter: $0 (1 cloud account)

Pro: $49/mo (1 account, +$29/mo per extra)

Enterprise: $499/mo (3 accounts, +$49/mo per extra)

No public pricing

Free: $0/user (up to 3 users, 2 projects, 500MB storage)

Startup: $24/user/month (up to 20 users, 1,000 AI credits/month)

Business: $30/user/month (up to 100 users, 2,000 AI credits/month)

Free trial available

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

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

Free trial available

No public pricing

Core features

✦One-command deploy from Docker Compose
✦Deploys into your own or a customer's cloud account
✦Native managed LLM access (Bedrock/Vertex/Azure AI)
✦Managed Postgres, MongoDB and Redis
✦Auto-configured IAM, VPC, TLS and load balancing
✦Open-source CLI and cloud providers

✦Automated cloud spend optimization
✦Group buying for enterprise discounts
✦Cost visibility and insights dashboards
✦Coverage across AWS, GCP, and Azure
✦No-cost service model

✦Central test case repository with reporting dashboards
✦AI conversion of manual test cases into automated test scripts
✦CI/CD-connected automated test orchestration
✦Requirements-to-test traceability reporting
✦MCP server for connecting AI agents to test data
✦20+ integrations including Jira, GitHub, and Slack

✦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

✦Automatic CAPTCHA solving
✦AI-powered automation
✦Image to text conversion
✦Browser extensions for CAPTCHA solving
✦Multi-language support

Use cases

→Shipping AI agents and web apps to production
→Deploying the same app across many customer clouds
→Agencies deploying into client cloud accounts
→Avoiding hand-written Terraform or Kubernetes

→Reducing startup cloud bills
→Automating reserved-capacity savings
→Gaining visibility into multi-cloud spend
→Accessing enterprise pricing without scale

→QA teams consolidating scattered CI, manual, and automated results
→Engineering orgs converting manual test backlogs into automation
→Enterprises needing audit-ready traceability for regulated software

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

→Web testing
→Social media automation
→Data collection
→Market research
→SEO optimization
→Online shopping automation
→Online gaming
→Financial services automation

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