Self-Host GLM 5.2 (2026): 8×H200 vLLM Cost vs $30/mo Cloud
Self-host GLM 5.2 (753B MIT weights): 8×H200 vLLM FP8, 4×H100 Q4, or Mac Studio 2-bit. Hardware sizing + cloud GPU $/hr breakeven vs Z.ai's $30/mo plan.
Codex Banked Rate-Limit Reset: How the Weekly Reset Works (2026)
What a Codex banked rate-limit reset is, who gets one, and how to spend it when the weekly cap hits 0%. Plus four other ways out, including a metered API.
When Does Codex Reset? Check Your Weekly Limit Reset Time
Find your actual Codex reset time, distinguish five-hour and weekly limits, and check available usage or earned resets without assuming a universal reset hour.
DeepSeek V3.2 Prompt Caching on ofox: 10-Min Setup, 80% Savings (2026)
DeepSeek V3.2 caching: $0.06/M cache read vs $0.29/M miss (4.8× cheaper), $0.43/M output, 128K context. Set up on ofox in 10 minutes.
How to Access GLM 5.2 (2026): Step-by-Step API Setup & Pricing
GLM 5.2 access step by step: Z.ai API setup, Coding Plan pricing, the six common errors to avoid, plus MIT open weights and ofox alternatives.
MiniMax M3 vs GPT-5.5: SWE-Bench Pro, 8× Price Gap, A/B Both via ofox (2026)
MiniMax M3 (SWE-Bench Pro 59.0%) vs GPT-5.5 (58.6%): same 1M context, $0.60 vs $5 input, $2.40 vs $30 output.
MiniMax M3 vs Claude Opus 4.8: 59% vs 69% SWE-Bench, 10× Pricing, Pick (2026)
MiniMax M3 hits 59% on SWE-Bench Pro vs Claude Opus 4.8 69.2%. M3 input $0.6/M vs Opus $5/M, output $2.4/M vs $25/M, both 1M context.
DeepSeek V4 Pro Real Cost: 120x Cache Gap Behind Sticker
V4 Pro lists at $0.435/M input — cache misses cost 120x more than hits, and thinking inflates output. Benchmarked vs GPT-5.5 and Sonnet 4.6 with raw data.
Claude Code /cd: Switch Directories, Preserve Prompt Cache, 3 Edge Cases (2026)
Claude Code /cd switches directories mid-session and keeps the prompt cache hot. Three edge cases break it: CLAUDE.md drift, MCP drift, /add-dir conflicts.
Claude Code Nested Sub-Agents: 5 Levels Deep, Token Math, 3 Pitfalls (2026)
Claude Code v2.1.172 lets sub-agents spawn sub-agents five levels deep. Token costs compound per branch, and three anti-patterns make the bill run away.