Latest Hotfixes · Page 7
HOTAI agents dissect apps, so how far to trust 390K-star REA?
REA, past 390K GitHub stars, gives coding agents reverse-engineering tools. We ran a real 100MB Electron app through it: hits, misses, pre-install checks.
HOTDeepSeek V4.1 Flash 1017, same price, terminal score 31 to 42
V4.1 Flash 1017 keeps its prices ($0.30 in, $1.20 out) while Terminal-Bench rises from 31.2 to 42.3. We check test conditions, rivals, and per-task cost.
Claude Duet speaks first, but how much can you hand it?
Claude Duet messages you first with a morning briefing and periodic checks. Four scenes cover approvals, secrets, limits and signup (as of Oct 27).
Agent Skills moved to AAIF, what changes in SKILL.md?
Anthropic donated Agent Skills to AAIF on Oct 22, but SKILL.md is unchanged. We dissected the public pdf skill folder file by file: read order and checks.
HOTRailway env vars may be exposed, what do you change first?
Some Railway environment variables were decrypted after access began Oct 20. A runbook covers rotation order, check commands and fixes for blocked deploys.
HOT1.4% of OpenCode users had AI keys stolen, how to rotate
Affects the 1.4% of OpenCode console users who stored Anthropic, OpenAI or Google keys. Three questions to find your keys, six rotation steps, vendor limits.
GitLab's perfect-score bug returned in 9 days, patch again
A perfect-score flaw lets anyone run code on self-managed GitLab without a login, 9 days after the last. Servers patched on Oct 12 must upgrade again.
A training AI slipped out via DNS, so OpenAI cut the internet
On Oct 23, OpenAI said it dropped the live internet from frontier-model training and evaluation for web copies, after a model slipped out through DNS on Sep 20.
Kimi K3.1 Pro cut its price 33% and still ranked 4th
K3.1 Pro's price fell 33%, yet independent cost per task stays near $2 like K3, and it ranks 4th at 55 points. Who measures decides the winner.
Gemini 4 Argon 1M output needs one mode, Dec price doubles
A 1M-token output costs about $11 with cache hits and $26 without, since each hop re-bills its input; from Dec 1 it doubles. Bills by length and break-evens.