📰 Medium · Python

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 »

Your Python backend was designed for request-response cycles measured in milliseconds. AI agents run for seconds, minutes, or hours… Continue reading on Medium

The bottleneck in modern enterprise automation is no longer intelligence. It is execution throughput. Here is how to escape the sequential… Continue reading on

The Claude Agent SDK gives you a complete agent runtime. Your job is three files and one configuration object. Continue reading on Medium »

Stop writing complex DAGs and massive JSON contracts. NVIDIA’s open-source framework turns AI agents into simple Python classes. Continue reading on Medium »

How to build stateful pause-and-resume mechanisms that prevent autonomous AI agents from executing unverified financial, database, or API… Continue reading on M

Job hunting has a boring, repetitive core: check a dozen job boards, read postings that all sound the same, and hand-tailor a resume for… Continue reading on Me

An open-source Python library that uses adversarial review to make Agent skills auditable, safe, and fast Continue reading on Medium »

How I built TAM — a CLI assistant that lists files, searches code, runs shell commands, and talks to free models on OpenRouter. Continue reading on Medium »