AI tools, cybersecurity and development news aggregated from top sources — saved permanently with unique URLs.
Adding Human Approval to CrewAI Agents
CrewAI agents call tools on their own to get work done. This guide shows how to put a human approval…
AI News today - July 14th - New York becomes the first state to enact a data center moratorium...
TL;DR: AI News today - July 14th - New York becomes the first state to enact a data center moratoriu…
Developer Security Concerns Emerge Alongside Robust Web3 Builder Activity
🔗 Live Dashboard: autonomous-portfolio-2026.live 📢 Telegram: t.me/AII2026futher Today's H…
What GitHub learned when better tools made Copilot code review worse
TL;DR: GitHub gave Copilot code review better shared tools, but reused generic instructions — review…
AI Training Needs More Storage Than You Think — Here's What Actually Works
Introduction Machine learning teams discover storage limitations at the worst possible time: mid-tr…
BizNode captures every interaction into a PostgreSQL CRM — leads, conversations, emails, all searchable and exportable
Hey Devs — Ever felt like your CRM is a black box, and your leads are just floating in the void? Mee…
5 Performance Bugs That Nearly Broke My Flipbook Engine (Plus What Happens When Your AI API Fails Mid-Generation)
Part 4 in an ongoing series about building FlipFlow, a Free for a limited time online flipbook maker…
When the Agent Is Wrong: Surface Real Kubernetes Errors, Not Model Guesses
AI agents are good at producing explanations. That is useful until the explanation is wrong. In Ku…
Read-Only First: A Safer Adoption Model for Agentic Platform Engineering
The fastest way to make people nervous about AI agents is to start with: Let the agent fix product…
Designing ChatOps Sessions for Kubernetes Agents
Running a Kubernetes agent from Slack or Teams sounds simple: Mention the bot and ask it to inspec…
Guardrails Before Write Access: Building Agentic Kubernetes Operations with Human Approval
Agentic operations for Kubernetes sound exciting until the agent asks to run a production command. …
I built a pay-per-token gateway for Claude & DeepSeek — here's why
I got tired of paying a "you live in the wrong country" tax to use models that were supposedly avail…