📰 Medium · Python

The stack I wish I found sooner. Continue reading on Python in Plain English »

A subtle change is taking place in the way AI agents interact with software, and it’s important to stop and consider this change since it… Continue reading on M

A teammate asks where to find the procedure for handling a particular request. Someone else finds the document, checks which version… Continue reading on Medium

If you are building several AI applications, it quickly becomes inconvenient to configure every application directly against OpenAI… Continue reading on Medium

Everyone is building AI agents that can act. Almost nobody is building agents that can explain their actions six months later. Continue reading on Medium »

Returning to the workforce after a career break can feel overwhelming. The job market evolves quickly, skills feel outdated, and… Continue reading on Medium »

Automate the 80%. Keep the right humans in the loop for the 20% that matters. Continue reading on Medium »

A refund-processing agent that touches real money is a brutal way to find out which multi-agent framework is actually a framework, and… Continue reading on Medi

A technical blueprint for detecting leading indicators of B2B client churn using PostgreSQL window features, Bayesian-optimized XGBoost… Continue reading on Med

In the previous article, we introduced Harness Engineering and looked at the components surrounding an AI model. Continue reading on Medium »

Turning LLMs into Reliable, Composable Systems Continue reading on GoPenAI »

Most agentic AI demos require a paid API key just to see “hello world”. The moment you chain together two reasoning calls or enable web… Continue reading on Med

How to replace rigid contact forms with a stateful multi-tool agent that qualifies leads, syncs databases, and automates CRM triage in… Continue reading on Medi

For years, most AI tools followed a simple pattern: you asked a question, and the model answered. That was useful, but limited. The model… Continue reading on M

Implementing Human-in-the-Loop (HITL) in AutoGen with Google Gemini. Continue reading on Medium »

Researching complex academic papers and actually implementing their findings is usually a slow, fragmented process. You read, you… Continue reading on Medium »

· Starting from OpenAI’s Computer-Use Guide · Improving the Harness ∘ Inspect the Useful DOM ∘ Wait for the Next Action, Not for a… Continue reading on Medium »

A few months ago, I started asking myself a simple question: what would it actually take to build an AI tool that could make sense of a… Continue reading on Med

Everyone building AI agents in 2026 has hit the same wall: the model is fast, the infrastructure around it is not. Continue reading on Medium »

Why standard prompt guardrails fail on autonomous agents — and how to build deterministic sandboxes, SSRF egress filters, and canary token… Continue reading on

Part 6 of 7 — Call Volume Dashboard: Latency, Usage, and Error Tracking Continue reading on Medium »

My 10-day journey building a voice-first financial assistant with Murf Falcon, memory, tools, human escalation, analytics, and specialist… Continue reading on M

How Oracle Database 23ai, OCI Generative AI, and LangChain come together to build autonomous, reasoning-driven applications. Continue reading on Medium »

In the previous experiment, I gave Merge a personality using only a System Prompt. Continue reading on Medium »