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Software engineering

Practical architecture and development decisions for software that people can use, maintain, and adapt.

58 articles · Page 4 of 5

Insight5 min read

Anthropic Accidentally Leaks Claude Code's Entire Source Code via npm

A misconfigured npm package exposed 512,000 lines of Claude Code's source—revealing system prompts, KAIROS daemon, and unreleased features.

Insight6 min read

Gemini 3 Flash: Google's Best Coding Model Isn't Its Most Powerful One

Gemini 3 Flash: 78% SWE-bench outperforms Gemini 3 Pro on coding. Fastest, cheapest model optimized for agentic coding and multimodal reasoning.

Insight5 min read

NVIDIA Nemotron 3 Super: The Open Model Built for Multi-Agent Systems

Nemotron 3 Super: 120B open model blending Mamba and Transformer, with 4x memory efficiency, 1M token context, and 7.5x throughput advantage.

Insight6 min read

Anthropic's Claude Code Review: AI-Generated Code Reviewed by AI

Multi-agent code review for Claude Code: filters false positives, ranks bugs by severity, automates GitHub PR feedback with structured inline comments.

Technical guide21 min read

Small MoE Models: How Sparse Routing Makes Efficient AI Possible

Small-scale Mixture of Experts: sparse routing lets 47B models match 70B dense equivalents. Mixtral, DeepSeek-MoE, Phi-MoE, efficiency math.

Insight4 min read

GGML and llama.cpp Join Hugging Face: What It Means for Local AI

GGML creator Georgi Gerganov joins Hugging Face to secure the future of local AI inference. A landmark open-source move.

Technical guide23 min read

Agentic AI Architecture Patterns

A guide to agentic AI patterns: ReAct loops, tool-use protocols, multi-step planning, memory, and multi-agent coordination in production.

Technical guide32 min read

Mixture of Experts: Sparse AI Architectures

MoE architectures explained: gating mechanisms, expert routing, load balancing, and why sparse models deliver frontier AI at fraction cost.

Insight5 min read

MiniMax M2.5: Frontier Coding for Less

Chinese startup MiniMax matches Claude Opus 4.6 on SWE-bench while charging roughly one-tenth the price per token.

Insight10 min read

Building Software That Survives the AI Wave

The SaaSpocalypse is real for some software, overblown for others. Here's what AI can't replicate and how to build for it.

Insight5 min read

GPT-5.3-Codex: OpenAI's Agentic Code Model

OpenAI releases GPT-5.3-Codex with 77.3% on Terminal-Bench 2.0, an agentic coding model partially used in its own creation.

Technical guide22 min read

Foundations of Transformer Reasoning

A technical deep-dive into transformer architectures, attention mechanisms, scaling laws, and emerging techniques for reliable AI reasoning.