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⚡ AI Lessons

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
Building an Intelligent Fleet Maintenance Compliance Coordinator with LangGraph
How I Automated DOT Inspection Triage Using Multi-Agent Business Rules Continue reading on Medium »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
3d ago
Agentic AI for Anomaly Detection — (12) Training Deep Learning Models
Building Your Own Agentic AI Systems Step by Step Continue reading on Agentic AI for Anomaly Detection »
Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
5d ago
Harness Engineering Changed the Way I Think About AI Agents
I thought an agent finishing a task meant it actually succeeded. I was wrong. Continue reading on Medium »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
6d ago
My Clinical AI Agent’s Debug Logs Were a PHI Database. Here’s How I (Mostly) Fixed It.
Every trace restates the patient’s note — in extractions, tool calls, and reasoning. Continue reading on Towards AI »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Understanding Finite State Machines in Voice AI
Let’s imagine you’re talking to a Voice AI assistant over a phone call. Continue reading on Medium »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Building an Agent with Pydantic AI
In 2026, agentic AI is all the rage, and for valid reasons. Agentic AI is giving an LLM (large language model) agency over tools and… Continue reading on Medium

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Predictive Maintenance in Industry Using Artificial Intelligence
In this project, we developed an artificial intelligence model that predicts potential equipment failures in advance by analyzing… Continue reading on Medium »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
What I Learned Shipping AI Into a Real Financial Workflow
A behind-the-scenes look at taking generative AI from prototype to production in a regulated, high-stakes environment. Continue reading on Towards AI »
Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Onboarding Agent from Scratch. Part 2: Reading the Docs Instead of the SDK
Stage 1 proved one thing: a single API call, done cleanly, is the core of everything that follows. Stage 2 puts that discipline under load… Continue reading on

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
I Self-Hosted Hermes Agent on a $5 VPS: A Personal AI Agent That Actually Remembers You
Deploying Nous Research’s self-improving agent with Telegram, Docker sandboxing, and a memory you can grep Continue reading on Medium »
Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Your AI Cites a Source. Did You Check That the Source Actually Says It?
Most research tools retrieve. Almost none verify. I built an open-source MCP server that checks whether a claim is actually supported by… Continue reading on Me

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
From Prompt to Shell: Exploiting Tool-Calling Agents via Indirect Injection
How PyHunter finds the taint path that turns a poisoned web page into id; whoami; echo PWNEDBYRESEARCHER Continue reading on Medium »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
I Built an AI Agent for NHS Cancer Waits. Its Best Feature Is the Question It Won’t Answer.
You can track a McDonald’s order in real time. Cancer referrals don’t work like that — and that became the whole point. Continue reading on Medium »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Making an Agent Harness Actually Model-Agnostic
Switching model, reasoning effort, and API keys should be live and persistent. Here is the config model that gets you there. Continue reading on Medium »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Can a 1,200-Year-Old Trust System Help Build More Reliable AI?
A classical idea from hadith scholarship inspired an open-source framework for tracing trust through multi-agent AI systems. Continue reading on Medium »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Building a Local AI Agent with LangChain: Tool Calling and Memory
Run powerful AI agents entirely on your own machine. Continue reading on Medium »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Agentic AI for Anomaly Detection — (9) Local Outlier Factor (LOF)
Building Your Own Agentic AI Systems Step by Step Continue reading on Agentic AI for Anomaly Detection »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Agentic AI for Anomaly Detection — (8) k-Nearest Neighbors (KNNs)
Building Your Own Agentic AI Systems Step by Step Continue reading on Agentic AI for Anomaly Detection »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
What Happens When AI Meets Space Exploration?
How machine learning helps scientists find new planets, read satellite images, and keep space safe from collisions Continue reading on Artificial Intelligence i

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Introduction to Agentic AI: Defining Autonomous AI Agents and Their Real-World Impact
Part 1 of 40 — Foundation Continue reading on Medium »
Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
A Beginner’s Guide to Smolagents in Python
Part 10: Understanding the Smolagents Architecture Continue reading on Data And Beyond »
Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
A Beginner’s Guide to Smolagents in Python
Part 9: Introducing Smolagents: From First Principles to a Modern Agent Framework Continue reading on Data And Beyond »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Why I’m Building an AI to Decide Where Telescopes Should Look
Part 1 of the GravLens-MMA build log: a small, honest experiment in multi-messenger astronomy Continue reading on Medium »

Medium · Python
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Python FastAPI BackgroundTasks Lost 400 AI Inference Jobs on Deploy
In-process work dies when the pod dies. We treated it like a queue for six months. Continue reading on Python in Plain English »
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