The Problem You install OpenClaw, configure it, and let it run in the background. But how do you actually know it's working? There's no built-in status page. No heartbeat alerts. No way to see if it's processing tasks or just sitting idle. I built a simple, self-hostable monitoring dashboard for OpenClaw agents: 🔗 OpenClaw Monitor on GitHub Tech Stack: Frontend: Vue 3 (Composition API) + Elemen
I wanted to understand how AI coding tools actually work under the hood. Not just use them — but build one myself. So I built AgentCode: an open-source, multi-model agentic coding CLI. You type a request in plain English, and it reads your codebase, writes code, runs tests, manages git — all autonomously. Here's what I learned building it. Every agentic coding tool — no matter how polished — runs
What I Did I used a simple JavaScript script and the @solana/kit library to programmatically generate a new keypair, saved the secret key to a local .json file, and then wrote a second script to extract that seed so I could manually import it into my Phantom wallet extension for devnet testing. The biggest shift from Web2 was realizing that my "identity" is just a cryptographic string of numbers
2026-05-04 | OpenClaw Runtime Control Plane V37.9.24 | Stage 2 Position Article #5 I spent 11 days building one thing into a production Agent Runtime that most control plane frameworks don't do: automatic synchronization from declared state to runtime state. Declared State Runtime State (jobs_registry.yaml) (macOS crontab -l) │
The Signal: The Legally Binding Hallucination The failure wasn't that the LLM hallucinated—it’s that it was allowed to speak directly to the customer and the database without a chaperone. When you give a non-deterministic guest unregulated access to your deterministic house, you are legally and financially responsible for the fire. We need to stop treating AI as an open-ended "chat" interface and
Introduction In the realm of software engineering, the objective extends far beyond merely writing code that executes correctly. As enterprise applications scale in complexity, codebases that lack structural integrity rapidly succumb to technical debt, becoming notoriously difficult to maintain, test, and expand. To mitigate this, engineers rely on established Software Design Principles. These pri
Your application fetches a URL. The user supplied it. Your server makes the request, follows the redirect, and returns the content. The URL pointed to http://169.254.169.254/latest/metadata/iam/security-credentials/production-role. Your application just handed the attacker your cloud credentials. SSRF lets an attacker trick your server into making requests on their behalf — to internal services, c