Study: wrapping a coding agent in a fancier harness costs up to 3x more with no accuracy gain
Shandong University compared Claude Code, OpenCode and the minimal mini-SWE-agent on about 500 tasks and found similar success rates.
Tip
more complex tools aren’t always better — what to look for in an AI coding tool
Replit moves most of its AI spend from Anthropic to OpenAI, over $100M a year
OpenAI offered a 30%+ discount after Anthropic ended its own.
Tip
AI companies are in a price war too — who ends up winning?
AWS CEO: 2026 cloud capacity is sold out, and 2027 is mostly sold out
a good chunk of 2028 is already committed.
Tip
computing power booked years ahead, like housing — what that means
Apollo’s chief economist: outside tech, AI hasn’t paid off yet
revenue per worker and margins are rising at the Magnificent 7 but flat across the other 493 S&P companies.
Tip
is AI actually making ordinary companies money?
OpenAI’s Codex security team finds a critical Node.js flaw
the Brotli decoder allowed remote code execution; Node.js shipped patches on Oct 21.
Tip
AI is finding more vulnerabilities — if you use Node.js, update
XPENG’s IRON humanoid demos VLA 2.0, switching hand gestures on the fly
from handshake to fist bump to high-five, re-reading the scene every 0.2 seconds; no success rate or latency disclosed.
Tip
robots moving from following a script to adjusting as they watch
⚠️ Compiled by an AI assistant from public AI news roundups; original articles are not individually verified. For reference only.