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AI Agent Infrastructure Devops Deployment Testing Qa Dev Infrastructure Software Development

StackGen

✓ verifiedPaid

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

13K visits/mo

Netify

✓ verifiedPaid

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

253K visits/mo

Releem

✓ verifiedFree trial

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

22K visits/mo5.1K saves

Jam

✓ verifiedFreemium

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

730K visits/mo2.9K saves

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

Pricing

No public pricing

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

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

✦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

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

✦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

✦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

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

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

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

→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

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

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

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