Workflow: AI Security and Tool Analysis

2026-10-03 | ChatGPT Dots, Work or Codex: What Should You Use? A dot flagged two competing fixes. Use the case to choose Chat, Work, Codex or Dots, set a bounded coordination task, and check usage before adding a bill.
2026-08-11 | Agents Running Agents: Codex Meets OpenCode and DeepSeek A hello-world DeepSeek request became a safer agent-to-agent runner, a dated route preflight, and a Cost per Accepted Result protocol.
2026-08-11 | How to Reduce LLM Costs: The Practical Playbook Stop overpaying for AI: check app vs web prices, cold caches, reset timing, plan limits and retries. A practical cost-saving playbook with a monthly audit.
2026-07-26 | AI Subscription Capacity Is Perishable Why AI subscription limits are perishable, how purchased Codex resets differ from credits and grants, and how to use capacity without waste.
2026-07-02 | Pi Coding Agent: Minimal, Programmable Terminal Harness Set up Pi as a minimal coding harness with GLM-5.2, persistent sessions, compaction, custom tools, extensions, and clear Z.AI policy caveats.
2026-07-02 | Pi vs ZCode vs OpenCode: Which Harness Fits GLM-5.2? Compare Pi, ZCode, and OpenCode as coding harnesses for GLM-5.2: workflow, permissions, context, setup, quota paths, and a fair same-model test.
2026-07-02 | ZCode: GLM-5.2-Native Coding Harness Guide Use ZCode as Z.AI's integrated GLM-5.2 coding harness: desktop setup, Goal Mode, subagents, safety confirmations, quota, and workflow trade-offs.
2026-07-02 | How to Read AI Benchmarks Without Getting Fooled Learn how to read AI benchmarks, spot saturation and contamination, compare coding and chat leaderboards, and test models on your own work.
2026-02-17 | UltraThink → UltraQuiet: Why Devs Want Receipts Claude Code started hiding file paths and search details behind Ctrl+O. Here's a working fix: the AGENTS.md Audit Ledger pattern.
2026-02-11 | AIHackers 2023 Wayback Recovery: Evidence Ledger Concrete Wayback timestamps, replay results, and preservation limits for five known AIHackers legacy routes and their canonical destinations.
2026-02-11 | The 20-Minute Blog: A Provenance-Corrected History An annotated recovery of AIHackers' 2023 publishing test: ChatGPT and Midjourney supported a ZimmWriter draft made with text-davinci-003.
2026-02-07 | AGENTS.md: One File That Makes Agents Behave A practical guide to AGENTS.md and CLAUDE.md—why they work, how to write them, and copy-paste templates for Markdown projects, Python, and TypeScript.
2026-02-07 | AGENTS.md: What Actually Works (And What Doesn't) Guide to writing AGENTS.md files, drawing on production usage and vendor documentation, with an October 2026 correction to an unverified Vercel attribution.
2026-02-04 | AIHackers Vibe Coding History: 2023 Archive Review A source-labeled history of five legacy AIHackers routes: four recovered 2023 bodies, one unresolved page, and what the artifacts support.
2026-02-03 | Codex vs Claude Code vs Cursor Current workflow comparison for Codex, Claude Code, and Cursor, with GPT-6 and Opus 5.5 model evidence separated from tool features.
2026-02-01 | OpenCode: Providers, Zen, Permissions, and GLM-5.2 Current OpenCode guide for its open-source coding agent, optional Zen gateway, dated limited-time free model roster, paid DeepSeek routes, BYO providers, permissions, and integrations.
2026-01-23 | AI Research: What It Gets Right and Wrong What AI does well, what it gets wrong, and a safe workflow for research.