Workflow: AI Security and Tool Analysis

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 | Stop Paying Twice: A Practical LLM Cost-Saving Playbook Provider-spanning guidance for reducing API, subscription, and coding-agent costs without increasing retries or human cleanup.
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) Evidence-based guide to writing AGENTS.md files that AI agents actually follow. Lessons from Vercel's evals, multi-tool testing, and production usage across Python, TypeScript, and documentation projects.
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 model availability and benchmark claims 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, paid DeepSeek peak/off-peak 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.