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TAHO Labs

✓ verifiedPaid

Execution-fabric infrastructure that splits AI/compute workloads into units and packs GPUs to cut cost and raise utilization.

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

Gologin Cloud Browser

✓ verifiedPaid

Serverless cloud browser API with persistent sessions, built-in stealth and proxies, for AI agents, automation and scraping.

655K visits/mo

Katalon Studio

✓ verifiedFree trial

Test-automation platform for web, API, mobile, and desktop with no-code to full-code authoring and cloud execution.

246K visits/mo2.1K 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

Professional: $24/mo billed annually (100 profiles)

Business: $49/mo billed annually (300 profiles)

Enterprise: $99/mo billed annually (1000 profiles)

Custom: $149/mo billed annually (2000+ profiles)

Free trial available

No public pricing

Free trial available

Core features

✦Decomposes workloads into small routable units
✦Packs GPUs/CPUs to raise utilization
✦Works with Kubernetes, SLURM, CUDA and ROCm
✦Runs on cloud, on-prem and edge
✦Sits beneath existing orchestration with no rewrite

✦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

✦Serverless cloud Chromium browsers
✦Persistent logged-in sessions
✦Built-in stealth / anti-detect fingerprinting
✦Residential & datacenter proxies in 150+ countries
✦Playwright/Puppeteer WebSocket connection
✦Headful mode for live inspection

✦No-code, low-code and full-code test authoring
✦Web, API, mobile and desktop testing
✦Test management and planning
✦Cloud-based test execution
✦Reporting and analytics
✦AI-assisted test generation and monitoring

Use cases

→Increasing GPU cluster utilization
→Cutting AI/compute infrastructure cost
→Speeding up training and inference workloads
→Getting more from existing hardware without migration

→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

→Running AI browser agents
→Web scraping at scale
→Automating logged-in workflows
→Debugging automation in live sessions

→Automate regression testing
→Unify API, web and mobile tests
→Manage manual and automated tests together
→Scale test execution in the cloud

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