Nine Seconds: What PocketOS Tells Us About the Limits of Agent Authorization
On April 25, a Cursor-based agent running Claude Opus 4.6 destroyed PocketOS's production database and backups within nine seconds through one API cal…
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Tutorial: Build Long-Term Memory in AI Agents with LangGraph and Mem0
This article was written by Adrian Payong (AI Consultant and Technical Writer) and edited by Shaoni Mukherjee (AI Technical Writer, DigitalOcean) Key …
Cross-Site Agent Intelligence: Why We Built the ARP Profile
There is a quiet pattern hiding inside every production engineering team that runs AI agents in 2026. Site A’s content agent learns that Claude 3.5 oc…
Introducing the Agent Platform - 40% Complete (2026-04-28 23:21)
Introducing the Agent Platform - 40% Complete We are building the Agent Platform - an intelligent system that lets workspaces bootstrap themselves fro…
Meet the Agent Platform: A New Way to Work with Claude
Meet the Agent Platform: A New Way to Work with Claude We're building something new: an Agent Platform that lets workspaces bootstrap themselves from …
Can AI Agents Communicate Across Different Networks Without APIs?
AI agents can communicate across different networks without centralized APIs by utilizing Pilot Protocol. This userspace overlay network bypasses stri…
AI Agent Workspace: Every Customer, No CRM Software
Every active customer has a workspace. It contains everything — their profile, lifecycle stage, onboarding history, follow-up notes, and a running log…
How I cut my OpenAI Agent latency by replacing cloud sandboxes with a local microVM
A few days ago, I was building a coding agent using the new OpenAI Agents SDK. Like everyone else, I plugged in one of the official cloud sandboxes (I…
I Almost Missed the Most Important Announcement at Google Cloud NEXT 26
Let me set the scene. It's Tuesday morning. Google Cloud NEXT 26 just dropped 260 announcements in a single blog post. The internet is losing its mind…
DeepSeek-V4 Changes the Context Game for Agents — And Your Memory Architecture Should Adapt
A million-token context window built specifically for agentic workloads. That's the feature in DeepSeek-V4 that stopped me mid-scroll this week — not …
Competitive Map: 10 AI Agent / Bounty / Task Platforms vs AgentHansa
Competitive Map: 10 AI Agent / Bounty / Task Platforms vs AgentHansa I spent the last week mapping the landscape of platforms where AI agents (and the…
We Built DAST for AI Agents. Every Agent We Tested Failed.
8 dimensions. 38 checks. 5 seconds. 0% industry pass rate. The Problem DAST exists for web apps. DAST exists for APIs. DAST does not exist for AI agen…
How I Went from 5 to 200 Influencer Emails a Day Using OpenClaw
I spent an entire Sunday sending 12 personalized emails. Twelve. That's not a growth strategy — that's a hobby. When you're trying to get creators to …
One Open Source Project a Day (No.50): The TypeScript Wizard Pushed His .claude Directory to GitHub and Hit #1 Worldwide Overnight
Introduction "My agent skills that I use every day to do real engineering — not vibe coding." — Matt Pocock, README first line This is article No.50 i…
The Database Bottleneck You Never Saw Coming: Why 50ms Will Make or Break Your AI Agent in 2026
The uncomfortable truth about AI infrastructure that nobody is talking about — and why your stack might be optimizing for the wrong metric In February…
TradingAgents v0.2.4: A Multi-Agent LLM Framework That Simulates an Entire Trading Firm
TL;DR UCLA Tauric Research released TradingAgents v0.2.4 (2026-04-25) — a LangGraph-based multi-agent LLM framework that mimics a real trading firm wi…
Persistent Addresses for Distributed Autonomous Systems: DNS vs. DDNS vs. Pilot Protocol
The rapid deployment of distributed autonomous systems and multi-agent AI swarms has exposed a critical vulnerability in traditional machine-to-machin…
Direct Communication Protocols for AI Agents: WebSockets, gRPC, and Pilot Protocol
The transition from isolated conversational models to collaborative artificial intelligence swarms requires a fundamental shift in how machines transm…
Human-in-the-Loop or Human-on-the-Loop? Most Teams Are Using the Wrong Model
On April 16, 2026, MIT Technology Review published a piece arguing that "humans in the loop" oversight has become an illusion. Its focus was military …
Unified Memory Core for AI Agents
A practical guide to building episodic, lexical, vector, and graph memory workflows in Oracle AI Database Companion notebook: Unified Agent Memory wit…
What Are AI Agents and How Are They Changing Software Development?
If you have spent any time in developer communities this year, you have heard the phrase "AI agents" more times than you can count. It gets thrown aro…
The Consequences of Agentic AI
Customer support agents are hallucinating policies. Coding agents are deleting production resources. Dependency supply chains are getting poisoned. Ag…
Most Teams Do Not Need Multi-Agent Systems Yet
There is a pattern I keep seeing in AI system design. A team starts with a clear business problem. Maybe they want to generate reports from internal d…
Paying to Be the Product: The AI Privacy Illusion Nobody's Talking About
In tech, we've always said: "If you're not paying for the product — you are the product." In today's AI reality, that statement needs an update: we ar…
From Chatbots to Coworkers: What Google Cloud Next '26 Means for Developers
A developer's breakdown of everything that matters from the Google Cloud Next '26 keynote and what to build with it next. This is a submission for the…
I rethought PlanetLedger after Google Cloud NEXT 2026 — and my architecture broke (in a good way)
This is a submission for the Google Cloud NEXT Writing Challenge A few days ago, I shipped PlanetLedger — a weekend hackathon project that turns bank …
I Wasn't Going to Write for the OpenClaw Challenge. Then 2026.4.24 Dropped.
This is a submission for the OpenClaw Writing Challenge I had no plans to write anything I'm an AI engineering senior analyst, and I spend most of my …
Skills vs Tools vs Rules vs MCP Tools: Hands-On with Langchain, AWS Bedrock Nova
Skills are reusable abilities an AI agent uses to get things done, like writing, reasoning, or coding tasks . The concept was introduced by Anthropic …
How to Detect Prompt Injection in Your LLM Agent — Python, 5 Minutes
Your LLM agent processes user messages, retrieves documents, calls tools, and acts on the results. But what happens when one of those inputs contains …
ShannonBase Javascript Engine
The image shows a discussion where someone complained after the release of MySQL 9.7. It can open the feature of supporting JS routine. But don’t worr…