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Building Tripwired: Engineering a Deterministic Kill-Switch for Autonomous Agents

Autonomous agents rarely fail because of a single bad decision. They fail because they continue acting after they should have stopped. Whether it's an LLM stuck in an infinite loop, a runaway script b

1h ago5 min read

FMFotie M. Constantblog.fotiecodes.com

OpenAI Bought OpenClaw, damn…

If you have been paying attention to the AI space for the last few months, you know the fatigue is real. We have spent three years typing into a box, getting a paragraph of text back, copying it, past

4h ago6 min read

SMSubhanshu Mohan Guptablogs.subhanshumg.com

The $4.45M Mistake: How a Missing SBOM Requirement Let the XZ Utils Backdoor Slip Past Millions of Servers

The XZ Utils backdoor (CVE-2024-3094) nearly became the most devastating supply chain attack in history; a patient, three-year social engineering campaign that embedded a remote code execution backdoo

3h ago22 min read

GGetPochigetpochi.hashnode.dev

How to Give Coding Agents Access to SSH and Databases (Without Breaking Production)

As AI agents become more capable, teams are trying to limit the damage they can do when given access to SSH or production databases. Common approaches include: Command allowlists: allow ls, cat, grep

1h ago8 min read

AAmankr200amankumardev.hashnode.dev

Building a Zero-Dependency Env Validator for Production Security

🔒 secure-env-check A zero-dependency, production-ready Node.js library to validate environment variables, detect weak secrets, and guard against accidental .env commits. ✅ Zero dependencies 🔐 Secu

1d ago6 min read

NVNeha Vishwakarmanehav.hashnode.dev

🚀Building a Production Monitoring Stack with Prometheus, Node Exporter & Grafana on a Linux VPS

Monitoring is one of the most critical components of production infrastructure. Without proper observability, identifying performance bottlenecks becomes reactive instead of proactive. In this proje

1d ago5 min read

TToheedtoheedasghar.hashnode.dev

Stop Trusting Your RAG System — Build One That Fact-Checks Itself

Every RAG system has the same Achilles' heel: hallucination. You ask a question, it retrieves some documents, and the LLM confidently generates an answer that sounds right but is subtly wrong. No warn

2d ago7 min read

Ttechfindtechfind777.hashnode.dev

OpenClaw vs LangChain vs AutoGPT: Which AI Agent Framework in 2026?

Choosing an AI agent framework in 2026 is overwhelming. I've used the three most popular ones extensively. Here's my honest comparison. Quick Comparison FeatureOpenClawLangChainAutoGPT Setup Time5 min30+ min15 min Learning CurveLowHighMedium ...

1d ago2 min read

ALAnjanesh Lekshminarayanananjanesh.dev

Getting picoclaw to work on Windows

My friend Shabeer Naha WhatsApped me this link today - https://youtube.com/shorts/HUueAGGKy9I?si=kJ-h7G6Y3sW0ql9h - and asked "Is this true?" This was my first time I was hearing of picoclaw and I was

3d ago4 min read

SSShaheer Sarfarazdakheera47.hashnode.dev

The Inbox Problem You Get When Your Applications Actually Work

When people talk about job search automation, they almost always conflate volume with slop. The assumption is that high-output application tools are, by definition, spray-and-pray machines, scrapers b

3d ago5 min read

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