MCP or GUI: choosing an interface for a corporate operation
A practical service-desk scenario for reading a ticket, drafting a change, confirming a write and testing failures.
Read Technical ReportAgents & Automation
Technical deep-dives, architectural patterns, and industry updates for the modern AI engineer.
GPT-6 Astra keeps stopping? Simplify AGENTS.md and Skills
A practical audit for unnecessary Astra pauses: inspect the loaded instruction chain, remove conflicting approval gates, narrow Skills, and compare one controlled task.
Read Technical ReportClaude Code Channels: Wait for External Agents Without Frequent Polling
Wake an open Claude Code session when an external task changes state, then retrieve the authoritative result safely with stable IDs, acknowledgements, and reconciliation.
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 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.
Read Technical ReportOpenClaw vs Claude Code: Which Agent Fits Your Task?
Compare OpenClaw and Claude Code by task, runtime, context, permissions, channels, and API protocol.
Read Technical ReportHow to Use Claude Code for Office Work: 8 Automation Scenarios
Eight practical Claude Code scenarios for spreadsheets, PDFs, contracts, and reports — what it automates well, where it breaks, and when a human still has to decide.
Read Technical ReportWhat the 2026 Skills Boom Changed for AI Agents
The 2026 skills boom made reusable agent instructions easier to distribute, inspect, and test—but popularity still does not establish trust.
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