Stop Hooks in Claude Code: Verify Before “Done”
Add a small Stop Hook check to Claude Code, verify tests or files with an exit code, and keep secrets out of local logs.
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Technical deep-dives, architectural patterns, and industry updates for the modern AI engineer.
CLAUDE.md Rules for Claude Code That You Can Check
Write a short CLAUDE.md with observable project rules, safe boundaries, and commands you can run to verify each change.
Read Technical ReportMCP Context in Claude Code: Keep the Tool or Run a Command?
Measure MCP's contribution to Claude Code context on one repeatable task. Compare tool calls with a local command without assuming a fixed token saving.
Read Technical ReportClaude Code Context Usage: Diagnose Unnecessary Tokens
Measure one repeatable Claude Code task with /context and /usage, isolate token noise, compare A/B metrics, and verify correctness.
Read Technical ReportClaude Code: When to Use /compact and When to Start a New Session
A practical guide to managing context in Claude Code. It explains /compact in plain language, compares it with /clear, /rewind, and a separate new session, clarifies how Claude Web handles long chats, and includes a post-compaction verification prompt, a safe handoff template, and a one-minute decision flow.
Read Technical ReportClaude Code Parallel Sessions: Task Isolation and Handoffs
A concrete two-task workflow for launching parallel Claude Code sessions in Git worktrees, recording reproducible checks, and handing work over safely.
Read Technical ReportDeepSeek Harness: Quick Start, Four Modes, and Plugin Boundaries
Start DeepSeek Harness in an isolated folder, choose between Standard, PTC, Minimal, and Creation, and inspect plugins before granting access.
Read Technical ReportWhat Is a Base URL? API Structure, Protocol Choice, and 401/404 Troubleshooting
A Base URL is the root address of an API server or gateway. A client appends a specific endpoint to it to form the final request URL. This guide explains the difference between a Base URL, an endpoint, and a full URL; shows how to choose the correct BetterToken address for OpenAI-compatible clients and Claude Code; and provides a controlled sequence for diagnosing 401, 404, 405, model not found, HTML responses, timeouts, and stale configuration.
Read Technical ReportHow to Connect an OpenAI-Compatible API to Codex
Configure a custom model provider in Codex, set the correct Base URL and Responses API, then run a safe test and troubleshoot common errors.
Read Technical ReportClaude Code Still Uses the Old Provider: How to Verify Its Route
You changed the Base URL but Claude Code behaves the same. Identify the affected client, find the active settings source, and match a test request to provider records.
Read Technical ReportHit the Codex Usage Limit? Check Reset Times and Keep Working (2026)
A practical guide to identifying Codex plan, API, security-review, and context limits; checking /status and the Usage Dashboard; understanding five-hour and weekly caps; comparing current model estimates; and continuing urgent local CLI work through a separately billed API provider.
Read Technical ReportHow to Turn Customer Reviews Into TikTok Video Hooks With OUMOMO
A practical workflow for turning one verified customer review into hooks, short scripts, and an OUMOMO-ready video brief without losing human claim review.
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