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

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

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

Qase

✓ verifiedFreemium

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

375K visits/mo

ImageKit

✓ verifiedFreemium

ImageKit is an image and video optimization and delivery API with a DAM and creative automation for developers and teams.

1.0M 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/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

No public pricing

Free trial available

Core features

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

✦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

✦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

✦Real-time image/video optimization and URL-based transforms
✦AI and GenAI transforms (smart crop, background removal, generative fill, upscaling)
✦Global CDN delivery with sub-50ms response
✦AI-powered digital asset management
✦Creative automation for on-brand banners at scale
✦SDKs and integrations for major stacks and CMSs

Use cases

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

→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

→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

→Speeding up website and app media performance
→Optimizing e-commerce and media images and video
→Centralized digital asset management and collaboration
→Adaptive video streaming
→Generating thousands of on-brand banner variations

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