Changelog September 15, 2026
Changelog update : Granular variable permissions | Skills and MCP in AI actions | Faster tunnel throughput
2,141 stories
Changelog update : Granular variable permissions | Skills and MCP in AI actions | Faster tunnel throughput
Learn how Connections in Managed Deep Agents securely manage credentials, support per-user OAuth, and let agents act with each caller’s identity.
Octomind as an OpenCode alternative, grounded: same-model octobench results on tokens and cost, plus models, persistent machines, channels and automation.
Introduction Last quarter I watched a colleague toggle between Slack, Snowflake, and Salesforce for forty minutes to answer a single question from a customer success manager. The data was all there. The context was not.
The best browser agents can reliably and repeatedly handle jobs you would do by clicking through a web browser, like filling out a form, collecting documents, or updating customer records. So if you’re tired of wasting time filling out forms and clicking dropdowns, this article is for you.
I know why you’re looking into Page Object Model: you’re tired of fixing the same CSS selectors across five different tests every time someone changes a form. You copied the login steps a few times, the test suite grew, and now a small UI change means an afternoon of maintenance.
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.
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