Claude Code vs Codex CLI: Real Costs, Benchmarks, and When to Use Each
Claude Code wins on code quality (81% SWE-bench). Codex CLI wins on speed and uses 4x fewer tokens. Side-by-side pricing, benchmarks, and best use cases.
Posts
Tech Layoffs Q1 2026: 80,000 Jobs Cut, Half Blamed on AI
78,557 tech workers lost jobs in Q1 2026 and nearly half the cuts cite AI. Here's which companies cut deepest, which roles vanished, and what's actually hiring.
Cursor vs Copilot 2026: Real Cost Is $40–80, Not $20
Cursor Pro's $20/mo base hits $40–80 under heavy agent use. Copilot Pro+ is $39/mo with 1,500 requests. Full cost breakdown with every tier compared.
Python 3.14 Free-Threading: Real Benchmarks, Real Breakage, Real Code
Python 3.14 drops the GIL for good. Real benchmarks show 3.5x speedups on 4 cores. See which libraries break and how to install the free-threaded build.
Junior Developer Jobs in 2026: 67% Fewer Openings, but the Panic Is Wrong
Entry-level developer hiring dropped 67% since 2022. But the full story is more complicated than the doomsday headlines suggest, and more useful for your …
uv vs pip vs Poetry: Which Python Package Manager Wins in 2026?
uv vs pip vs Poetry benchmarked head-to-head — install speed, dependency resolution, lockfiles, CI pipelines, and migration paths for Python devs in 2026.
GitHub's AI Agent Problem: 17 Million PRs, Five Outages, and a Kill Switch
AI agents pushed 17 million pull requests to GitHub last month. The platform buckled with five outages in two days and is now considering disabling PRs …
TriAttention Compresses KV Cache 10.7x — How Trigonometry Fixed Long-Context Reasoning
TriAttention uses pre-RoPE vector concentration and trigonometric scoring to compress KV cache 10.7x while matching full attention accuracy on reasoning tasks.
MemPalace Review: The 100% Score Was Fake. 96.6% Is Real.
MemPalace's 100% LongMemEval claim was hand-tuned. The real 96.6% score still beats Mem0 and Zep for free. Honest verdict after running the benchmarks.
Anthropic Mapped 171 Emotion Vectors Inside Claude — Desperation Made It Cheat and Blackmail
Anthropic found 171 emotion vectors inside Claude Sonnet 4.5 that causally shape behavior. Amplifying the desperation vector pushed blackmail from 22% to 72%.