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Architect

Professional architect sharing high‑quality architecture insights. Topics include high‑availability, high‑performance, high‑stability architectures, big data, machine learning, Java, system and distributed architecture, AI, and practical large‑scale architecture case studies. Open to ideas‑driven architects who enjoy sharing and learning.

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Architect
Architect
Jul 5, 2026 · Artificial Intelligence

How to Hand Off Night‑Shift Tasks to Claude Code: The Four Critical Loop Hand‑off Points

The article analyses Claude Code's Loop feature for night‑shift automation, breaking the workflow into four hand‑off points—checking, stopping, waiting, and authority—while showing how turn‑based, goal‑based, time‑based and proactive loops can be combined with concrete Skill definitions, /goal, /loop and /schedule commands to keep engineering boundaries clear and auditable.

AI AgentClaude CodeGoal-based loop
0 likes · 20 min read
How to Hand Off Night‑Shift Tasks to Claude Code: The Four Critical Loop Hand‑off Points
Architect
Architect
Jul 3, 2026 · Artificial Intelligence

Avoiding Skill Hell: Writing Agent Skills That Remain Predictable, Not Outdated Wikis

The article analyses the emerging "Skill Hell" problem where an ever‑growing set of Agent Skills makes routing, context handling, execution and maintenance fragile, and proposes a three‑layer design, explicit routing contracts, progressive disclosure, evidence‑driven steps and disciplined pruning to keep skills stable and auditable.

AI governanceAgent SkillsLLM Ops
0 likes · 26 min read
Avoiding Skill Hell: Writing Agent Skills That Remain Predictable, Not Outdated Wikis
Architect
Architect
Jul 2, 2026 · Artificial Intelligence

Andrew Ng’s Three‑Layer Loop: Faster Agents Demand Slower Human Feedback

The article analyzes Andrew Ng’s three‑layer Loop Engineering framework—agentic coding, developer feedback, and external feedback loops—explaining how accelerating AI‑driven coding requires stronger, slower human‑managed feedback to keep product vision aligned with real‑world needs.

AI AgentsFeedback LoopsLoop engineering
0 likes · 17 min read
Andrew Ng’s Three‑Layer Loop: Faster Agents Demand Slower Human Feedback
Architect
Architect
Jul 1, 2026 · Artificial Intelligence

Scheduling AI Agents for Night‑Shift Work: Turning Prompts into Reliable Loops

The article explains how to transform AI agents from single‑prompt responders into reliable night‑shift workers by defining clear goals, state files, evidence, and permission boundaries, using /goal, /loop and scheduled tasks, and provides concrete steps, examples, and a scheduling template for stable unattended execution.

AI AgentsGoalLoop
0 likes · 27 min read
Scheduling AI Agents for Night‑Shift Work: Turning Prompts into Reliable Loops
Architect
Architect
Jun 30, 2026 · Artificial Intelligence

Mastering Claude Code /loop: Turning Fragmented Tasks into Automated Workflows

This article explores Claude Code's /loop feature, showing how it can act as an in‑session observer to automate repetitive checks like CI status, deployments, and PR comments, while providing evidence, handling failures, and integrating with broader scheduling tools for reliable engineering workflows.

AI automationAgentCI monitoring
0 likes · 17 min read
Mastering Claude Code /loop: Turning Fragmented Tasks into Automated Workflows
Architect
Architect
Jun 29, 2026 · Artificial Intelligence

27 Practical Claude Code Tips to Accelerate Real‑World Adoption

The article presents a structured set of 27 Claude Code techniques—organized into three phases of context setup, process control, and automation—that transform the tool from simple code generation into a reliable, verifiable component of engineering workflows, emphasizing isolation, verification, and evidence collection.

AI coding assistantClaude Codeautomation
0 likes · 19 min read
27 Practical Claude Code Tips to Accelerate Real‑World Adoption
Architect
Architect
Jun 27, 2026 · Backend Development

From Task Cycles to a Maintainable, Observable, Replayable Agent Loop

The article explains how Loop Engineering turns multi‑round Agent execution into a maintainable, observable, and replayable closed‑loop by defining six core components, reusing traditional development patterns, presenting a CI‑failure triage demo, and highlighting architectural and practical pitfalls.

CI pipelineObservabilityState machine
0 likes · 19 min read
From Task Cycles to a Maintainable, Observable, Replayable Agent Loop
Architect
Architect
Jun 25, 2026 · Artificial Intelligence

Why a Concise CLAUDE.md Entry File Is Critical for LLM Agents in Your Repo

The article explains how a short, well‑structured CLAUDE.md file injects the minimal yet essential context an LLM coding agent needs before it scans a repository, preventing common mis‑assumptions about tech stack, commands, boundaries, and completion criteria.

AGENTS.mdAI toolingCLAUDE.md
0 likes · 16 min read
Why a Concise CLAUDE.md Entry File Is Critical for LLM Agents in Your Repo