Ideas, tutorials, and stories from the world of code.
Hand-picked deep dives on programming, AI tooling, and software craft — written by the CoddyKit team for curious learners.
The AI-Augmented Developer: How to Stay Irreplaceable When Copilot Writes Your Code
AI coding tools are reshaping development in 2026. The developers who thrive are not the fastest typists — they are the ones who…
Mastering KV Cache Compression and Speculative Decoding: Accelerate Your LLM Inference by 3x
Learn how to accelerate LLM inference by 3-4x using KV cache compression (INT8 quantization, GQA), speculative decoding with draf…
7 Open-Source AI Developer Tools Taking Over GitHub Right Now
A curated comparison of 7 open-source AI developer tools trending on GitHub today — from terminal-native coding agents to offline…
Why OpenRouter's $113M Funding Signals the End of Single-Model Lock-In
Developers are moving beyond single-model dependency. OpenRouter's $113M Series B — backed by CapitalG, NVIDIA, and major cloud/d…
Why OpenRouter's $113M Funding Signals the End of Single-Model Lock-In
Developers are moving beyond single-model dependency. OpenRouter's $113M Series B — backed by CapitalG, NVIDIA, and major cloud/d…
How to Build Custom Skills for AI Coding Agents in 2026
A step-by-step tutorial on building custom skills for AI coding agents like Claude Code and Cursor, covering SKILL.md creation, c…
How to Build Custom Skills for AI Coding Agents in 2026
A step-by-step tutorial on building custom skills for AI coding agents like Claude Code and Cursor, covering SKILL.md creation, c…
The T-Shaped Developer: Why Breadth Beats Depth in 2026
The T-shaped developer model is becoming essential as AI tools commoditize narrow expertise. Here is why building breadth across…
Building a Speculative Decoding Engine from Scratch: 2x Faster LLM Inference
Learn how speculative decoding replaces sequential LLM token generation with parallel draft-and-verify steps, achieving 2-3x infe…
7 AI Coding Assistants Compared in 2026: Which One Actually Makes You Faster?
A practical comparison of 7 leading AI coding assistants in 2026 — Claude Code, Cursor, GitHub Copilot, Amazon Q, Codeium, Zed, a…