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A software engineers journal
AI Is Already Here. We’re Still Arguing About Whether to Let It In. AI did not ask for permission. It has already reshaped how people learn, diagnose illness, consume electricity,…
Understanding what the experts fear, what the optimists believe, and what the public needs to know now. The First Technology That Might End Us Every era of technological progress brings…
A builder’s goodbye In 2022, AWS set out to solve one of the hardest problems in software delivery — unifying the fragmented developer experience that spanned CodeCommit, CodeBuild, CodePipeline, and…
The Circle in Motion There’s a strange rhythm to how humans and machines evolve together — a circular motion, an endless “you move, I counter” dance.Every time AI introduces a…
🧭 1.The Framework Maze (A data-driven comparison of adoption, ecosystem fit, and best use cases.) In 2025, we’re spoiled for choice when it comes to agent frameworks. Every major AI…
1️⃣ The AI Application Layer Moment For years, the AI story has been told in terms of scale — bigger models, larger datasets, more GPUs.But in 2025, that center of…
Why Hallucinations Still Matter Hallucinations are the paradox of generative AI. On one hand, they undermine trust when LLMs confidently invent facts. On the other, they power creativity — the…
Modular by default, governed by design, and ready to evolve. “Rigid pipelines break with change. Adaptive pipelines learn from it.” 🧭 This article is part of the series:Part 1 – From…
“A model pipeline isn’t just infrastructure — it’s the living process that lets learning continue long after training ends.” 🧭 This article is part of the series:Part 1 – From Model…
“MLOps isn’t just a process—it’s a philosophy of continuous learning and governance across the entire model lifecycle.” In this guide, I explore how modern MLOps architectures evolve from experimentation to…
When we talk about AI agents, it helps to think in human terms. A useful agent system needs a skeleton, hands, a mind, a brain, a library, a body, guardrails,…
We used to search with words.Now we search with meaning. In the old world of information retrieval — relational databases, inverted indexes, BM25 — text was chopped into tokens. You…
🚀 Why This Moment Matters We are finally entering a season of bold decisions. As someone building AI agents on the front lines, I’m thrilled to see the AI Action…
This week, I’ve been deeply focused on agentic AI—especially combining the Q Developer CLI with AWS tools. It’s been an intense stretch, pushing toward a milestone and ironing out the…
The era of AI agents is evolving fast. What began as simple tool-calling pipelines is now blossoming into fully orchestrated, adaptive agentic systems. This article traces that journey—from the earliest…
Science fiction promised us flying cars by 2025—think The Jetsons or Back to the Future, where we’d soar above the chaos. Instead, we’re still crawling through gridlock, losing hours to…
I’ve been keeping a running list of AI use cases that aren’t just possible someday — they’re possible today. These are products I wish existed in my life right now,…
This is my breakdown of what AI tooling really feels like—part myth-busting, part field manual, and all grounded in lived experience. Spoiler: AI isn’t a magic wand. It’s a fleet…
In 2025, the shift began—not with a bang, but with an intelligent whisper. Sam Altman called it the Gentle Singularity. Not a runaway explosion of intelligence, but a controlled detonation…
The past five years in AI have unfolded like a game of Civilization. Empires rise, expand, and occasionally get blindsided by newer, faster adversaries. In this landscape, the frontrunners are…
The Contrast Between AI’s Exponential Speed and My Human Pace From Human-in-the-Loop to Autonomous Agents “If there’s less and less human interaction with AI, what are we humans left doing?”…
My Experiments with AI is where I explore the cutting edge of artificial intelligence through hands-on experimentation and thoughtful analysis.
My experiments with AI 