AI-Assisted Coding

“Act as a senior backend engineer.” Continue reading on Medium »

You already know how to brief one session. The leverage now is running four of them and still shipping code you’d put your own name on. Continue reading on Medi

Forget the cloud. Forget the subscription fees. This little desktop box quietly turned into one of the best ways to run serious AI at home. Continue reading on

AI coding agents will do more than write code. They will push software above implementation — toward world models, ontology engineering… Continue reading on Med

I remember the exact moment it happened. Continue reading on Medium »

You've seen the hype. "Code 10x faster with AI!" "Never write boilerplate again!" But here's the thing—I've been experimenting with AI pair programming for two

Google's 2026 AI interview is a code comprehension round. Junior and mid-level software engineering candidates on select US teams get an… Continue reading on Me

Google's 2026 AI interview is a code comprehension round. Junior and mid-level software engineering candidates on select US teams get an… Continue reading on Me

Developers need to recognize what secure software looks like so they can communicate those expectations to AI and confirm that they've been met.

Could courses built around each student’s level, questions and goals become the future model for personalized learning?

Just like a restaurant that owns its own farm controls flavor, cost, and supply all the way down — OpenAI just decided it didn’t want to… Continue reading on Me

Developers using Cursor are facing an important change in 2026 as OpenAI prepares to alter its model-supply relationship with the AI… Continue reading on Medium

Three days into building a research-tracking app called Petri, I found the bug that changed how I write prompts for good. It wasn’t a… Continue reading on Mediu

Three days into building a research-tracking app called Petri, I found the bug that changed how I write prompts for good. It wasn’t a… Continue reading on Mediu

Every AI-native SDLC playbook starts one step too late Continue reading on Medium »

Just a few days ago, a piece of news once again placed three letters at the heart of one of the most fascinating scientific stories of our… Continue reading on

I Built an AI Tool That Turns Flat Images into Editable Layers A flat image can look...

Artificial intelligence is changing what users expect from mobile applications. Continue reading on Medium »

Codex already has the PR. WhatsApp lights up. I used to copy the last few messages into that same window and type draft a reply, casual, I forgot. What comes ba

AI-assisted prototyping can feel like a gimmick until you point it at very specific problems. A few patterns that work well for product teams: Expand state cove

A Docker-first guide to local voice design, cloning, direction, and streaming for expressive English and Chinese TTS. Continue reading on Medium »

What happens when you hand a free model a legacy Python function and ask it to write unit tests? You'd expect instant coverage, a few silly case names, and a pa

Your AI reviewer just approved a pull request. Which files did it actually see? You assume the diff. Many teams assume much more. What if the model read a cache

While AI models are breaking records on coding benchmarks, the reality on the ground for software engineers is far more complicated. The… Continue reading on To

A DESIGN.md only works if the machine reading it never has to guess. That is the whole craft of...

MCP Tasks let a tool finish asynchronously, but they also introduce a failure mode that a normal...

I prefer coding on linux with vim. that’s it, I have no other argument for this. Continue reading on Medium »

I prefer coding on linux with vim. that’s it, I have no other argument for this. Continue reading on Medium »

No key, no bill, no internet. A 3-billion-parameter model ships inside macOS, and thirty lines of Swift turn it into a real app. Continue reading on Medium »

The biggest shift isn’t that AI will write all our code. Continue reading on AI Engineering Compass »

I’ve been noticing a strange paradox with AI-assisted coding. A few years ago, if you had an idea for a software service, building it was the hard part. You nee

The team that lost was the one maintaining the protocol’s official Java SDK. That’s the actual story. Continue reading on Medium »

Tokens and Context Windows: The Hidden Infrastructure Behind Every AI Prompt Continue reading on Medium »

In the last two blogs, I shared how AI failed to solve a few issues in programming and the value of self-search; today, I am going to share the opposite. The ma

Deep learning models can help scientists build customized phages.

Every morning, I open LinkedIn and see the same post. Continue reading on Medium »

A few weeks ago, I would have laughed if you told me a single AI platform could take a screenplay from “just an idea” to a cinematic short… Continue reading on

If you’ve ever spent hours participating in competitive programming challenges or working through cybersecurity learning tracks, you know the frustration. You s

How software engineers with 10+ years of experience actually move into AI what transfers, what’s genuinely new, and a path that fits… Continue reading on Medium

For two yea​rs, “solve‍s 70% o‍f SW​E‌-bench Verified” w‌as the⁠ number every la​b put in its launch post. In Feb⁠ruary 2026, Op‍enA⁠I… Continue reading on Acti

For two yea​rs, “solve‍s 70% o‍f SW​E‌-bench Verified” w‌as the⁠ number every la​b put in its launch post. In Feb⁠ruary 2026, Op‍enA⁠I… Continue reading on Acti

AI coding tools have changed dramatically in a very short time. Continue reading on Medium »

A few years ago, if you wanted a working REST endpoint, you opened a blank file and started typing. Now you can describe what you want in… Continue reading on M

How Generative AI, LLM Coding Assistants, and Agentic Workflows Are Shifting Developer Identity from Syntax Writers to Systems Architects. Continue reading on B

Introduction: If you have ever generated a track in Suno AI, you know the frustration. The instrumental sounds amazing, the melody slaps… Continue reading on Me

Anthropic’s new self-hosted environments move Claude Code cloud-session execution into your network, next to private repositories… Continue reading on Medium »

Anthropic's new self-hosted environments move Claude Code cloud-session execution into your network,...

Every masala movie has a formula. Every winning cricket team has a game plan. Every great piece of software has a pattern. Let’s watch the… Continue reading on