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Let’s be honest for a second—Cursor AI is insanely powerful. You type a simple English prompt, hit a shortcut, and suddenly you have clean, working production code in front of you. It feels like you’re moving 10x faster and shipping features in minutes. But the uncomfortable truth is this: if you ar
When I started building TeamAutomation, I thought the hardest part would be the Slack integration. It wasn't. The hardest part was figuring out what happens when someone just... doesn't respond. You send an approval request. The other person is busy. They forget. The request sits there for 3 days. M
This article was originally published on avinashsangle.com. Claude Managed Agents Outcomes is a public-beta feature, launched on May 6, 2026, that lets you hand the agent a rubric and have a separate grader model check every draft against it. If the grader returns needs_revision, the gaps flow back
Microsoft added sandboxed code interpreters to Azure Logic Apps, enabling agents within integration workflows to generate and execute Python, JavaScript, C#, and PowerShell in Hyper-V isolated sessions. Architects get full control over model selection per workflow. The capability positions Logic App
Tiea Connectors will use the funding to expand manufacturing capacity, strengthen R&D and product engineering, accelerate automation, and scale operations across sectors such as electric mobility, aerospace, defence, avionics, and emerging technologies in India and overseas.
[ERROR] node "GPT Decision" execution_id=9f...3a status=failure cause: structured_output_schema_violation retries: 6 total_runtime_ms: 184302 workflow: invoice-router-v3 owner: ap-team That node ran 47 times today. Each run burned three retries before n8n gave up. Cost on the OpenAI side was real mo
Pullfrog is an open-source AI-powered GitHub bot by Colin McDonnell, designed for automation in GitHub Actions. It supports a model-agnostic approach, allowing integration with various LLM providers. Key features include orchestration for pull request reviews, issue triage, and CI remediation, all m
Submitted for the Hermes Agent Challenge I wanted one simple thing: a daily email that lands in my inbox every morning with the top news from Canada, the world, India, and the AI/tech space — plus a motivational quote and a health tip. One email. Everything in one place. No scrolling through five di
This is a submission for the Hermes Agent Challenge: Build With Hermes Agent SilentSpace Guardian is a local-first organizational entropy auditing platform that uses Hermes Agent Runtime to transform unstructured meeting requests into deterministic audit reports. The system combines: Hermes Agent Ru
This is a submission for the Hermes Agent Challenge It was a Tuesday. I gave Hermes Agent a research task before bed: "analyse the top open-source agent frameworks and write a comparison report." Reasonable task. Maybe 10 minutes of work. I'd check the output in the morning. I woke up to a $47 bill
IT teams often need to jump between monitoring dashboards, infrastructure tools, ticketing systems, and communication platforms during network incidents. This webinar explores how automation and AI-assisted workflows can help reduce manual coordination and improve incident response times. [...]
Most AI automation content sounds useful, but then leaves you with one big question: where to start? Instead of only talking about automation, you probably want to create real-world automation workflows with minimal coding. That’s where the power of low-code platforms like n8n comes into play. Here
Artificial intelligence has not so far produced a clean story of mass unemployment. Aggregate employment in developed countries remains broadly stable, and recent assessments have found limited evidence that AI has shifted the headline numbers. But a troubling change may be hiding beneath the surfac
This is a submission for the GitHub Finish-Up-A-Thon Challenge A couple of years ago, I went back home after a decade of being a full-fledged web developer and started helping out in a family business. Of course, obviously I had to learn the ropes from the production floor up till office work, since
TL;DR — requests plus BeautifulSoup is the right tool for tutorials, side projects, and one-off audits. It is the wrong tool for any scraper that has to run unsupervised, longer than a quarter, against a site that has even basic bot defenses. I've watched a dozen teams discover this the expensive wa
BoxAgnts' middle layer — the Agent Toolbox — is the brain and hands of the system. It consists of six core modules responsible for three things: understanding your intent, dispatching the right tools, and feeding back execution results. This article takes a deep dive into the architectural design an
Princeton researchers just released an open-source AI agent that autonomously fixes GitHub issues — and it's reshaping how developers think about automated software engineering. SWE-agent, developed by researchers from Princeton University and Stanford University, has earned 19,310 GitHub Stars sinc
A Swiss Army knife is a terrible knife. It's a terrible screwdriver, a terrible bottle opener, and a terrible saw. The only thing a Swiss Army knife is genuinely good at is being small enough to carry around, and the reality of "small enough to carry" is not a strong engineering thesis. But that's e
GitHub quietly crossed an important line this month: Copilot cloud agent tasks can now be started through a REST API. That sounds like a small product update. Another endpoint. Another preview feature. But I think this is one of those boring-looking changes that tells you where the whole category is
Summary: China has launched a national ID system for humanoid robots, assigning each a 29-character code that tracks it from production to recycling. Over 28,000 robots across 200 models already have IDs. The system logs real-time performance data including joint wear, battery status, and AI trainin
