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Proof-Adjusted Autonomy: The 90% Agent Is a 61.6% Agent

Every agent demo ends on the same slide: "90% autonomous." Here is the number that slide is hiding: 61.6%. The 90% is real. It measures how much work …

SRP and the Hero's Journey: Writing Code Like a Jedi Master

The Quest Begins (The "Why") I still remember the first time I opened a legacy codebase and felt like I’d walked into the Death Star’s trash compactor…

The Everyday Backend Engineer: Step 10 — The Observer Pattern

Welcome back to The Everyday Backend Engineer: Practical Design Patterns . In our last post, we made our core algorithms interchangeable using the Str…

ใช้ AI เขียน Unit Test อย่างมีประสิทธิภาพ: เพิ่ม Coverage โดยไม่ต้องเสียเวลาทั้งวัน

การเขียนเทสต์เป็นงานที่นักพัฒนาส่วนใหญ่รู้ดีว่าจำเป็น แต่ก็มักถูกเลื่อนออกไปเสมอ เพราะใช้เวลานาน ทำซ้ำ ๆ และไม่ได้สร้างฟีเจอร์ใหม่ให้ผู้ใช้เห็นโดยตรง …

SDLC in the AI Era with Spec-Driven Development

AI can generate an endpoint, a test fixture or a deployment manifest in seconds. That speed is useful, but it does not solve the expensive part of sof…

Building CoreFoundry My Journey Into Creating Software

Hey everyone, I wanted to share a project I've been working on called CoreFoundry. I've always enjoyed building things whether that's small tools, web…

Common Problems in AI-Generated Frontend Code and How to Avoid Them

Over the last year, I’ve reviewed about a dozen projects where AI was used heavily in development. These were real products with real users, built fas…

Backend Engineering

Backend engineering is going through one of the biggest shifts in years many developers are still trying to keep pace. In my opinion, here is what is …

Git: The Fellowship of the Commit – Best Practices for Solo Devs and Teams

The Quest Begins (The "Why") I still remember the first time I tried to track down a bug that only showed up after midnight. I opened my terminal, typ…

Why Developers Should Think Beyond Documentation

When learning a new technology, most of us follow a familiar path. We start with the official documentation. Then we search GitHub repositories. We re…

What made you think, "Why hasn't anyone built a good solution for this yet?" Текст

**_Hi everyone! We're three 16-year-old friends learning to code. Instead of building "just another app," we want to solve a real problem that develop…

What Developers Should Know Before Building Software for Factories

Manufacturing software looks simple from the outside. There are products, orders, inventory, suppliers, machines, customers, and invoices. At first gl…

Why Production Bugs Always Feel Different From Local Bugs?

Claude Code vs. Codex: Which AI Coding Assistant Is Better?

Artificial intelligence has transformed software development. Instead of simply generating code snippets, modern coding assistants can understand enti…

The value of code reviews - Why some bottlenecks are healthy

With increased adoption of AI, there is often an argument that code-reviews are now the new bottleneck. And I agree with this completely. Code-Reviews…

A Verdict Is Not Evidence. Test Is Where I Learned the Difference.

The call-order change came back pass-with-risk. I read the recommendation, saw it had a name and a reason, and felt the task close. Then I looked at t…

AI Agents Made Me Faster. Then Attention Became the Bottleneck.

I was not trying to coin a term or build a framework. I was trying to stop being the scheduler for the agents I was working with. I started with promp…

Building ClaimMate AI

Hi everyone, I'm Marc, the founder of ClaimMate AI. I've been building an AI software engineering platform that helps developers generate code, explai…

Introducing JumpLander: AI Engineering for Software Development

Introducing JumpLander: AI Engineering for Software Development Today I’m introducing JumpLander — an AI engineering project focused on software devel…

How Beginner Developers Can Find Great Project Ideas

Every beginner developer hits the same issue at some point. You learn a few basics, finish a tutorial, and then you have no idea what to build next. T…

The Performance Illusion

Why Web Systems Collapse Under Real Load — and Why We Keep Believing the Benchmarks “In the lab, PHP served 12 million operations per second. In produ…

The Mantra to Thrive in the AI Hype

If AI can do it in minutes, it's not special. AI has made coding accessible. You don't need a degree or bootcamp to have something working. A few prom…

How we optimized our LLM pipeline to cut token usage by 70%

Most teams assume the fastest way to reduce AI costs is to switch to a smaller model. In reality, that's often the last thing you should do. Within a …

Programmer vs. Product Builder: What's the Difference?

The Difference Between a Programmer and a Product Builder For years, I believed that building software was all about writing better code, learning new…

What AGENTS.md Gives Coding Agents That README Files Do Not

Here's the failure mode I keep running into. A team gives a coding agent a repo, a task, and maybe a README. The agent can find files and write code, …

AI Coding Agents Gain Self-Learning Skills for Reusability

AI coding agents are stepping into a new era with self-learning capabilities that can enhance their performance over time. A recent entry on GitHub, t…

May the Strategy Be With You: A Dev’s Quest to Slay the If‑Else Dragon

The Quest Begins (The “Why”) I still remember the first time I opened a legacy payment module and saw a monster‑sized if/else chain stretching over a …

AI's Impact on Junior Developer Roles: A New Era

The Evolution of Junior Developer Roles in the Age of AI In the tech industry, a pressing question has emerged: Is the role of junior developers disap…

Building CogneeCode - AI Developer Memory Assistant

🧠 Building CogneeCode - AI Developer Memory Assistant The Problem Every developer faces the problem of lost context. "Why did I make this decision 3 m…

Stop Building AI Chatbots. Start Building AI Employees.

For the last few years, every AI product has looked the same. A text box. A send button. A chatbot. You type a question. AI gives you an answer. You t…