Mistral OCR 4 Tutorial: Build a Document Pipeline in Python
Extract text, tables, and structured JSON from PDFs using Mistral OCR 4 in Python. Bounding boxes, confidence scores, and a complete invoice pipeline.
Posts
Claude Code Dynamic Workflows: Build 4 Production Scripts From Scratch
Learn to build 4 real Claude Code workflow scripts for code audit, migration, security review, and research. Includes actual output and cost breakdowns.
Qwen 3.7 Max vs GPT-5.5 vs Claude Opus 4.8 for Coding: Real Costs, Real Benchmarks
Qwen 3.7 Max costs $7.50/M output vs Claude's $25. But it generates 4x more tokens per task. Full benchmark, cost-per-task math, and who wins for what.
AI Layoffs 2026: 185K Jobs Cut, but Gartner Says It's Not Working
185K tech workers cut in 2026, 1,115 per day. Gartner surveyed 350 execs and found zero ROI correlation. Deutsche Bank calls it AI redundancy washing.
Stanford AI Index 2026: 12 Findings, Dissected
Stanford's AI Index 2026: SWE-bench hit 100%, entry-level dev jobs down 20%, $581B invested, US-China gap at 2.7%. 12 findings, broken down.
FastContext: Why Coding Agents Waste Half Their Tokens on Repo Search
Microsoft's FastContext shows coding agents burn 56% of tool turns on exploration. A 4B subagent cuts token use 50% and lifts SWE-bench scores 3 points.
GLM-5.2 Review: 753B Open-Weight Model That Undercuts GPT-5.5
GLM-5.2 scores 62.1 on SWE-bench Pro vs GPT-5.5's 58.6, ships under MIT, and costs $1.40/M input tokens. Benchmarks, pricing, and the China data question.
LiteLLM Vulnerability 2026: CVSS 10.0 RCE and the Fix
LiteLLM's 2026 CVEs include a CVSS 10.0 unauthenticated RCE that CISA flagged as actively exploited. Which versions are hit and how to patch to v1.83.14+.
Rust vs Go in 2026: Benchmarks, Salary, and When Each Wins
Rust vs Go compared with real benchmarks, salary data, and production use cases. Go for 80% of backends, Rust for the 20% where latency and memory matter.
Go 1.26 Tutorial: Green Tea GC, SIMD, and 8 Features Worth Knowing
Go 1.26 ships Green Tea GC by default (10-40% less overhead), experimental SIMD, runtime/secret, and a rewritten go fix. Hands-on code for each feature.