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© 2026 TTMCHANGE. All rights reserved. · v1.65.0

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The Blog

33 articles

Engineering, product, and what we're building.

Insights and updates from the team behind TTMCHANGE.

Why AI Coding Agents Are Changing the Way Software Is Built
Latest

Why AI Coding Agents Are Changing the Way Software Is Built

AI coding agents are moving beyond autocomplete and code generation. They can understand repositories, plan changes, modify multiple files, run commands, debug failures, and iterate on their own. The bigger shift is not that AI can write code — it is that software development is becoming an increasingly agent-driven workflow.

DDavid·Aug 25, 2026·9 min read
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Showing 10 of 33 articles
Why AI Agents Are Becoming the New Software Infrastructure
Artificial Intelligence
Aug 25, 2026

Why AI Agents Are Becoming the New Software Infrastructure

AI agents are moving beyond chat interfaces. They can now use tools, access data, call APIs, and execute multi-step workflows. As agents become part of real software systems, the biggest challenge is no longer simply making them smarter — it is building the infrastructure that makes them reliable, observable, and safe.

DDavid·8 min read
Why MLOps Is the Missing Layer Between AI and Production
DevOps & Cloud
Aug 24, 2026

Why MLOps Is the Missing Layer Between AI and Production

MLOps is the engineering discipline that connects machine learning development with reliable production systems. It helps teams deploy, monitor, retrain, and maintain AI models as real-world data and requirements continuously change.

Abdiwahid·5 min read
NVIDIA’s $6 Billion Poolside Deal: The AI Infrastructure Behind the Model
Artificial Intelligence
Aug 23, 2026

NVIDIA’s $6 Billion Poolside Deal: The AI Infrastructure Behind the Model

NVIDIA is reportedly spending $6 billion to license Poolside’s internal “Model Factory,” while offering jobs to 109 employees and investing another $1 billion in the company. The unusual structure reveals something important about where the AI race may be heading: the most valuable asset may not be the model itself, but the infrastructure used to build it.

Eng Abdalla Ali·7 min read
Ox Alpha: The Mysterious AI Model Nobody Knows Who Built
Artificial Intelligence
Aug 23, 2026

Ox Alpha: The Mysterious AI Model Nobody Knows Who Built

A mysterious AI model called Ox Alpha has appeared on OpenRouter with a 1-million-token context window and multimodal capabilities. But the biggest question is not what it can do—it’s who built it.

Eng Abdalla Ali·4 min read
DeepSeek Harness: Why the Agent Runtime May Matter More Than the Model
Artificial Intelligence
Aug 23, 2026

DeepSeek Harness: Why the Agent Runtime May Matter More Than the Model

DeepSeek is moving beyond models with DeepSeek Harness, an open-source agent runtime built around a simple idea: everything is a plugin. Here’s what makes its architecture interesting for developers building the next generation of AI coding agents.

Eng Abdalla Ali·6 min read
The Best LLMs for Coding in 2026
Artificial Intelligence
Aug 20, 2026

The Best LLMs for Coding in 2026

A look at the latest LLM rankings for coding, reasoning, and complex problem-solving—and why Claude Opus models are currently dominating the top positions.

Eng Abdalla Ali·4 min read
The Engineering Behind YouTube
Software Engineering
Aug 20, 2026

The Engineering Behind YouTube

YouTube looks simple from the outside, but behind every play button is a massive distributed system built around storage, transcoding, content delivery, networking, and reliability. This is a look at the engineering principles that allow YouTube to operate at global scale.

Eng Abdalla Ali·5 min read
How to Reduce Claude Token Usage
Artificial Intelligence
Aug 20, 2026

How to Reduce Claude Token Usage

Claude Code can be incredibly powerful, but inefficient context management can consume tokens faster than necessary. Here is a practical engineering approach to reducing token usage while keeping Claude effective across real-world development workflows.

Eng Abdalla Ali·6 min read
From Monoliths to Modular Architecture: How Modern Applications Scale Without Becoming Unmaintainable
Software Architecture
Aug 20, 2026

From Monoliths to Modular Architecture: How Modern Applications Scale Without Becoming Unmaintainable

As applications grow, adding features can gradually turn a codebase into a complex and fragile system. Modular architecture provides a structured way to scale engineering teams and products while keeping responsibilities isolated, dependencies controlled, and the codebase maintainable.

Eng Abdalla Ali·10 min read

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Why MLOps Is the Missing Layer Between AI and Production