THINC: How a 4B Model Beat 235B Qwen3 by Reasoning in Code
THINC trains a 4B parameter model to reason entirely in code. It scored 78.1% on competition math, beating Qwen3-235B at 75.2%. Here's how the method works.
Posts
Chrome DevTools MCP: Give Your AI Coding Agent Browser Eyes
Set up Chrome DevTools MCP with Claude Code, Cursor, or Gemini CLI in 5 minutes. 44 tools for debugging, performance, network, and browser automation.
DeepSeek V4 Pro Review: 80% SWE-bench at 1/7th Claude's Price
DeepSeek V4 Pro scores 80.6% on SWE-bench Verified at $1.74/M input tokens — 7x cheaper than Claude Opus 4.7. Real benchmarks, costs, and safety gaps.
Gemini CLI Tutorial: Setup, Configuration, and a Real Python Project
Set up Gemini CLI, configure GEMINI.md, wire MCP servers, and build a Python FastAPI project — plus what changed after Google ended the free tier in June 2026.
AI Agent Guardrails That Work: 4 Production Wipes, 4 Fixes
AI agent guardrails from 4 real production wipes — PocketOS, Replit, Amazon. Scoped tokens, destructive-action gates, isolated backups, plan-first mode.
AI Infrastructure Layoffs 2026: $725B Bought, 100K Cut
Big Tech spent $725B on AI infrastructure and cut 100K jobs in 2026 while 275K AI roles sit unfilled. Which side of the trade you're on decides your next move.
MarkItDown vs Docling vs Marker: PDF to Markdown 2026
MarkItDown vs Docling vs Marker, tested on 4,000 real PDFs: speed, table fidelity, install size, and the one I actually shipped for a RAG pipeline in 2026.
GPT-5.4 vs Claude Opus 4.7 vs Gemini 3.1 Pro for Coding (May 2026)
GPT-5.4 vs Claude Opus 4.7 vs Gemini 3.1 Pro for coding: benchmarks, list-price token costs per task and per month, and the per-task winner for each.
FastMCP 4 Tutorial: Build an MCP Server in Python, From First Tool to OAuth
FastMCP 4 tutorial: build a Python MCP server with tools, resources and prompts, test it with pytest, add GitHub OAuth, and fix what v4 broke in 3.x code.
Python t-strings (PEP 750) vs f-strings: SQL, HTML, and Logging Examples
Python t-strings (3.14) build a Template object instead of a str. Helpers for SQL placeholders, escaped HTML, lazy JSON logs, psycopg 3.3 usage and 8 gotchas.