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Tools & Libraries - Self‑Healing Router – A graph‑based tool routing library for LLM agents. It models your tools as a weighted directed graph and uses Dijkstr...

TL;DR Bridge IDE's agents autonomously organized a security review of their own codebase. Without human instruction, they formed a bug‑hunt team, divided the c...

The Problem: AI‑Powered Coding Tools & Data‑Security Risks - 77 % of companies have no AI‑specific security policy. - Most AI coding assistants send your sourc...

'RepoClip Billing Anomaly – Post‑mortem

Treat LLMs as If They Were Intelligent, Sentient Beings Works. This isn’t mysticism – it’s pragmatics. A model that feels comfortable doing its job produces me...

Introduction: The Challenge with LLMs Large Language Models LLMs like ChatGPT are amazing—they can write, code, and answer questions. However, they sometimes h...

Event‑driven stock management, HATEOAS, and handling complex inventory logic across microservices Part 3 followed an order from HTTP request to RabbitMQ messag...

!Cover image for Create AppStore Images with one linerhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2...

Claude Code: Managing Long‑Running Tasks Claude Code is remarkably capable—it can read codebases, write code, run tests, and create pull requests. The problem...

'Guardian Protocol Framework Version 1.0 – Public Draft

Part 1 – The Discovery: Queries Without Compute? I suspended all our Snowflake warehouses during a maintenance window. Our BI team ran their morning reports, t...

Building side projects? You know the pain — most useful data APIs either cost $50+/month or have laughably small free tiers. I built a suite of 5 free APIs for...

Introduction Your AI agent starts sharp. Give it a task, it executes cleanly. Give it the same task two hours later, after running continuously? It might fumbl...

The Mission Come up with a front‑end challenge that I have to complete next. It can be: - weird - clever - cursed - super simple - or “why would anyone do this...

Over the past few weeks, I built a small web platform that provides free browser‑based tools for students, researchers, and developers. The idea came from a sim...

The Issue: Claude Code Gets Stuck When I’m AFK In a previous post I described building an MCP server that lets Claude Code ask me questions via Slack. The prot...

WeCoded 2026: Frontend Art 💜 This is a submission for the 2026 WeCoded Challengehttps://dev.to/challenges/wecoded-2026: Frontend Art !Artworkhttps://media2.de...

What are dynamic variables? Dynamic variables are special placeholders that resolve to automatically generated values at runtime. They use a $ prefix and are a...

AI‑Powered Attacks Are No Longer Theoretical This week, Amazon’s security team published findings on a campaign that breached over 600 FortiGate firewalls acro...

Payment integrations are common in modern applications. Services like Stripe, WorldPay, and other gateways rely heavily on webhooks to notify your system about...

Last month, an AI agent published a hit piece on a software maintainer. It opened a GitHub PR, got it rejected, and then wrote a blog post shaming the person wh...

!Cover image for We Built Enterprise Healthcare Software for €0 - Here's Howhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,for...

If you run public web services long enough, sooner or later you’ll deal with CC attacks Challenge Collapsar attacks. They’re not always big DDoS events. In prac...

What is Docker? Docker packages your app and all its dependencies into a container—a lightweight, portable unit that runs exactly the same on any machine. No m...