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.
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…
Is MCP Dead? Why Developers Are Rethinking the "USB-C of AI"
A critical look at the growing "MCP is dead" debate among developers. We break down context bloat, reliability issues, security c…
Build Durable Workflows with SQLite: A Step-by-Step Guide
A complete tutorial on building a durable workflow engine using SQLite and Python — with crash recovery, automatic retries, event…
The 5 Developer Skills That Will Actually Matter in 2026 (That Aren't Frameworks)
Frameworks come and go, but the developer skills that actually drive career growth in 2026 are meta-skills: systems thinking, cod…
Speculative Decoding for LLMs: Accelerate Inference 2-3× with Draft Models
Speculative decoding uses a small draft model to propose multiple tokens ahead, then verifies them in parallel with the target mo…
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