Swarms, User Testing, Evals, and CI/CD for MCP servers
Run User Testing, Swarms, Evals, and CI/CD gates on your MCP server to see if users actually succeed in ChatGPT, Claude, and Copilot. Test local servers via desktop app, CLI, or SDK.
2,135 stories
Run User Testing, Swarms, Evals, and CI/CD gates on your MCP server to see if users actually succeed in ChatGPT, Claude, and Copilot. Test local servers via desktop app, CLI, or SDK.
A practical guide to multi-agent system architecture, patterns, examples, failure modes, and the controls required to run multiple AI agents safely.
Stretch a Claude Code Max plan: model choice, context hygiene, prompt caching, subagents and unattended runs, checked against Anthropic's own pages.
Compare 36 coding agents and workspaces by how they work, what they cost, and how much control you keep over your code and models.
Learn how outbound sales automation replaces manual SDR work, cuts cost per email by 100x, and scales pipeline without growing headcount. See how it works.
Learn how to use Google Maps lead generation to find niche local businesses, enrich owner contacts, and send personalized outreach at scale with Clay.
A reverse demo lets prospects solve real problems live, guided by your rep. Learn how Clay used 100+ sessions to boost conversion, retention, and product quality.
Compare 3 ways to use a YouTube comment scraper: the Data API, Python, or no-code tools like Clay. Find the fastest method for your needs. See how it works.
Meet Cline Desktop, an open-source app for open-weight models. Run parallel AI agents, automate recurring tasks, choose from 300+ models, and extend your workflow with plugins, MCP servers, and skills.
The percentage in the status line, what makes it fall, how to move the threshold, and what actually happens to your conversation when it reaches zero.
Agorapulse pricing runs $79 to $149 per user per month on annual billing, plus $10 a profile past ten. Here is what a second seat actually adds.
Harden — local pre-execution monitor that checks coding-agent tool calls before they run (blocked/allowed/made-safe, on-device logs). Evidence-forward surface with live demo and baselined benchmarks; all figures self-reported. Tier-2 public-surface review; medium confidence.
OttoKit vs Uncanny Automator — which is better for WordPress automation in 2026? An honest comparison of pricing, task limits, integrations, and AI. TLDR? Get the highlights▾ 1The verdict up front: if your automations live on your WordPress site, Uncanny Automator is the better fit.
Claude Code reads CLAUDE.md and not AGENTS.md. Two documented bridges connect them, an @import and a symlink, and one of the two breaks on Windows.
How to use Claude for email marketing end to end: brief, copy, HTML build, dark-mode and Outlook checks, then ESP import. The Claude-only workflow, one campaign at a time.
The word harness left engineering blogs this month. Here is what it means when a legal vendor says it, what makes a harness legal, and why Referent is the best legal harness platform for a solo or small firm.
Plaid's pricing page is cited first 42% of the time. The Cloud 100 average is 12%. Profound moved its prices into the HTML and citations rose 13% in a week. 32 growth plays that happened to named companies, with the number, the mechanism, and one check to run on your own site tonight.
Uber burned its 2026 AI coding budget by April. Gartner says agents use 5–30x more tokens than chatbots. Why bills spiral — and how to finish for fewer.
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