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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
Apr 16, 2026 · Artificial Intelligence

Mastering Claude Code: Session Management Strategies for 1M Context Windows

This article analyzes Anthropic's Claude Code session‑management features, explaining how context rot limits effective token usage, what the 1 M‑token window actually stores, and when to use the five built‑in actions—Continue, /rewind, /clear, Compact and Subagent—to keep long‑running AI tasks reliable and efficient.

AI agentsClaude CodeSession Management
0 likes · 18 min read
Mastering Claude Code: Session Management Strategies for 1M Context Windows
Architect
Architect
Apr 15, 2026 · Artificial Intelligence

Can AI Agents Replace Human Engineers? Lessons from Claude Code Automation

The article analyzes the risks of tying core business systems to a single AI model, breaks down Claude Code's workflow into three engineering layers, and offers practical guidelines for building model‑agnostic, observable, and secure automation pipelines that can survive model changes and cost fluctuations.

AI automationAgent HarnessClaude Code
0 likes · 24 min read
Can AI Agents Replace Human Engineers? Lessons from Claude Code Automation
Architect
Architect
Apr 13, 2026 · Artificial Intelligence

How Hermes and OpenClaw Differ in Memory Architecture and Skill Management

The article analyzes Hermes Agent's three‑layer memory system—fact memory stored in tiny Markdown files, session history indexed with SQLite + FTS5, and procedural memory via skill management—then compares each layer to OpenClaw's architecture and explains how to integrate self‑summarizing skills into OpenClaw.

Agent architectureExternal Memory ProviderFTS5
0 likes · 27 min read
How Hermes and OpenClaw Differ in Memory Architecture and Skill Management
Architect
Architect
Apr 12, 2026 · Artificial Intelligence

OpenClaw vs Hermes Agent: Which General AI Agent Fits Your Needs?

OpenClaw and Hermes are both general‑purpose AI agent platforms, but they differ fundamentally in focus—OpenClaw emphasizes a gateway‑centric, multi‑channel control plane, while Hermes centers on a self‑improving execution loop with procedural memory, skill automation, and deep security layers—making each better suited to distinct use cases and migration paths.

AI agentsAgent architectureHermes
0 likes · 27 min read
OpenClaw vs Hermes Agent: Which General AI Agent Fits Your Needs?
Architect
Architect
Apr 9, 2026 · Industry Insights

Why Claude Managed Agents Are Redefining AI Workflows: A Deep Dive

Anthropic's Claude Managed Agents shift the focus from building demo loops to providing a fully hosted runtime base that handles sandboxing, state persistence, error recovery, and tool execution, enabling developers to concentrate on business logic and long‑running tasks while navigating new cost and compliance considerations.

AI Agent infrastructureAgent EngineeringClaude Managed Agents
0 likes · 23 min read
Why Claude Managed Agents Are Redefining AI Workflows: A Deep Dive
Architect
Architect
Apr 6, 2026 · Artificial Intelligence

Why Coding Agents Feel Like Real Colleagues: The Hidden Harness Layer Explained

The article breaks down how a Coding Agent’s performance depends not just on the underlying LLM but on the surrounding Harness system that adds context, tool orchestration, memory management, and execution safeguards, turning raw models into collaborative software engineers.

Agent architectureContext ManagementHarness
0 likes · 18 min read
Why Coding Agents Feel Like Real Colleagues: The Hidden Harness Layer Explained
Architect
Architect
Apr 1, 2026 · Artificial Intelligence

Inside Claude Code: How Anthropic Built a Secure, Scalable Local Agent Runtime

This article dissects Claude Code’s open‑source repository, revealing how its startup sequence, context assembly, main loop, tool contracts, permission pipeline, and long‑task handling are engineered layer by layer to create a performant, secure local AI agent runtime.

AI ArchitectureClaude CodeContext Management
0 likes · 24 min read
Inside Claude Code: How Anthropic Built a Secure, Scalable Local Agent Runtime
Architect
Architect
Mar 31, 2026 · Artificial Intelligence

What Claude Code’s Leaked Source Map Reveals About the Architecture of AI Agents

A recent source‑map leak of the Claude Code npm package exposed thousands of TypeScript files, allowing engineers to reconstruct the full harness—including its main loop, tool pool, task runtime, memory system, and security boundaries—offering a rare glimpse into the engineering reality of a production‑grade AI agent platform.

AI AgentArchitectureClaude Code
0 likes · 25 min read
What Claude Code’s Leaked Source Map Reveals About the Architecture of AI Agents
Architect
Architect
Mar 30, 2026 · Artificial Intelligence

Unlocking Claude Code: 6 Must‑Learn Features to Supercharge Your AI Development

This article analyzes Claude Code’s hidden capabilities—verification loops, context isolation, session forking, cross‑device teleportation, automated cycles, and parallel worktree isolation—showing how engineers can turn the AI coding assistant into a full‑featured, orchestrated development environment rather than a simple chat‑based code generator.

AI developmentClaude CodeGit worktree
0 likes · 26 min read
Unlocking Claude Code: 6 Must‑Learn Features to Supercharge Your AI Development