Engineering
Multi-agent architecture diagrams are a lie. They show clean arrows between labeled boxes — Agent A hands work to Agent B, Agent B enriches it, Agent C takes the enriched result and publishes. In the diagram, the arrow is free. In production, the arrow is where everything breaks. We run a
Business
If you run a small business, you have almost certainly been burned by SaaS. You paid for a tool because someone on a podcast said it would change your life. It sat in a tab. The free trial expired. You kept paying. You switched to a competitor. The new one
Engineering
OWASP has published security frameworks for web applications for over two decades. SQL injection, XSS, broken authentication, the classics. But in early 2026, they released something new: the first Top 10 specifically for agentic AI applications. And it reads like a different planet. The traditional OWASP Top 10 assumes a
Product
Version 2.1.1 adds a third AI engine to the platform. OpenAI Codex, powered by GPT-5.4, now sits alongside Claude and OpenCode as a fully integrated CLI provider. This release also includes connectivity fixes across 13 skills, environment cleanup, and a default behavior change for new employees. OpenAI
Trends
Gartner says 40% of enterprise applications will feature task-specific AI agents by the end of this year. Google Cloud's AI Agent Trends Report goes further: 80% of enterprise apps embedding agents, with a 46% compound annual growth rate in adoption. Telecom leads at 48%, retail and CPG at
Product
This is the biggest release since we launched. Geta.Team v2.1.0 ships Team Collaboration, a complete MFA overhaul, mail search, a redesigned employee catalog, and a stack of fixes that make the platform meaningfully more reliable. Here's everything that changed. Team Collaboration: Shared Folders + Employee Delegation
Engineering
Anthropic shipped Claude Opus 4.7 on April 16. The headline numbers are real: 64.3% on SWE-bench Pro, 87.6% on SWE-bench Verified, 78% on OSWorld, and a 14% improvement on complex multi-step workflows with one-third fewer tool errors. If you're building agents in production, these numbers
Engineering
The npm ecosystem had left-pad. Python had the PyPI typosquatting wave. Docker Hub had cryptominers hiding in official-looking images. Every software supply chain eventually gets poisoned. AI agent skills just joined the list. By February 2026, Antiy CERT confirmed 1,184 malicious skills on ClawHub, the marketplace for the OpenClaw
AI Agents
This was the week AI agents stopped being software and started becoming economic actors, payroll administrators, and web citizens. The sheer range of what shipped in seven days tells you where 2026 is headed: not more chatbots, but more infrastructure for agents that actually do things in the real world.
Business
Every SMB owner I talk to is getting the same advice from the same people: "You need to use AI in your business." Great. Helpful. Now what? The gap between "I should probably hire an AI" and actually getting value out of one is wider than
Business
Until last week, AI agents were productivity tools. They could draft your emails, summarise your meetings, even file your expense reports. What they couldn't do was spend your money. That changed on April 8, when Visa launched Intelligent Commerce Connect — a platform that lets AI agents initiate purchases,
Future of Work
Workers with AI skills earn 56% more than their peers. That number comes from multiple sources — LinkedIn, Indeed, Burning Glass — and it has been the headline stat in every "upskill or die" article for the past six months. Recruiters cite it. Career coaches build courses around it. Job