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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
Jan 28, 2026 · Artificial Intelligence

How to Build a Reliable Long-Term Memory System for AI Agents

Designing a robust AI memory for long-running agents requires separating context from persistent storage, using markdown files, pre‑compaction flushing, hybrid vector‑BM25 retrieval, session pruning, and rebuildable SQLite indexes, ensuring explainable, editable, and portable recall while preventing context bloat and security leaks.

AI memoryClawdBotContext Compression
0 likes · 19 min read
How to Build a Reliable Long-Term Memory System for AI Agents
Architect
Architect
Jan 26, 2026 · Artificial Intelligence

Why Clawdbot Is the Next‑Gen Personal AI Agent and How to Secure It

Clawdbot is an open‑source personal AI assistant that runs on your own machine and can be controlled via chat apps, offering email handling, automation, and code generation while requiring careful security design to prevent dangerous actions and data loss.

AI AssistantClawdBotConfiguration
0 likes · 11 min read
Why Clawdbot Is the Next‑Gen Personal AI Agent and How to Secure It
Architect
Architect
Jan 25, 2026 · Artificial Intelligence

How Anthropic’s ‘Skills’ Turn Code into Scalable AI Agents

Anthropic’s recent blog introduces a four‑layer agent architecture—Loop, Runtime, MCP, and Skills—showing how treating code as a universal interface enables agents to execute real‑world tasks, while Skills package reusable, versioned workflows, scripts, and documentation to bridge the gap between model intelligence and practical operations.

MCPSkills architecture
0 likes · 16 min read
How Anthropic’s ‘Skills’ Turn Code into Scalable AI Agents
Architect
Architect
Jan 24, 2026 · Artificial Intelligence

Turn Prompt Engineering into Reusable Skills: A Practical Claude Code Guide

This article explains how to convert ad‑hoc Claude prompts into versioned, on‑demand Skill modules, covering the concept of procedural knowledge, progressive disclosure, directory layout, SKILL.md metadata, team adoption, common pitfalls, security considerations, and a step‑by‑step 30‑minute rollout plan.

AI SkillsClaudeProgressive Disclosure
0 likes · 16 min read
Turn Prompt Engineering into Reusable Skills: A Practical Claude Code Guide
Architect
Architect
Jan 23, 2026 · Artificial Intelligence

Turn Claude Code into a Team Asset: A 7‑Component Config‑as‑Code Blueprint

This guide shows how to transform Claude Code from a personal shortcut into a stable, version‑controlled team asset by organizing its usage into seven configurable components, outlining a step‑by‑step rollout, and providing practical examples, repository structures, plugins, and common pitfalls.

AI toolingClaude CodeMCP
0 likes · 15 min read
Turn Claude Code into a Team Asset: A 7‑Component Config‑as‑Code Blueprint
Architect
Architect
Jan 22, 2026 · Artificial Intelligence

Mastering Claude Code: 10 Practical Strategies for Reliable AI‑Powered Development

This guide distills the official Claude Code best‑practice document into a concise, step‑by‑step playbook that shows how to add verification, keep context clean, structure prompts as task sheets, use CLAUDE.md, configure permissions, employ slash commands, plugins, hooks, subagents, and automate workflows for stable, production‑grade AI‑assisted coding.

AI codingAutomationClaude Code
0 likes · 20 min read
Mastering Claude Code: 10 Practical Strategies for Reliable AI‑Powered Development
Architect
Architect
Jan 20, 2026 · Artificial Intelligence

Turning AI Agents into Reliable Team Members: Practical Engineering Practices

This guide explains how architects can treat AI agents as controllable teammates by establishing clear plans, managing context, creating verification loops, versioning assets, leveraging parallelism, and applying multi‑layer risk governance to make agent‑driven development safe and efficient.

Engineering PracticesVerificationagent planning
0 likes · 13 min read
Turning AI Agents into Reliable Team Members: Practical Engineering Practices
Architect
Architect
Jan 19, 2026 · Artificial Intelligence

How Cursor Scales Autonomous Coding Agents to Hundreds: Architecture Lessons for AI Systems

This article analyzes Cursor's engineering choices for running autonomous coding agents at scale, detailing the long‑running, drift, and evaluation concepts, the Planner‑Worker‑Judge pipeline, concurrency challenges, experimental results, and actionable rules for building robust multi‑agent systems.

EvaluationSystem Architecturesoftware engineering
0 likes · 17 min read
How Cursor Scales Autonomous Coding Agents to Hundreds: Architecture Lessons for AI Systems
Architect
Architect
Jan 15, 2026 · Artificial Intelligence

Inside Claude’s Cowork Mode: How Anthropic Turns a Language Model into a Secure Digital Assistant

This article breaks down the extensive Claude Cowork system prompt, revealing its product positioning, model versions, core tools, safety boundaries, interaction philosophy, user‑wellbeing safeguards, political neutrality rules, file‑handling policies, and the technical workflow that lets Claude run inside a lightweight Linux VM while respecting strict security and ethical constraints.

AIAgentClaude
0 likes · 46 min read
Inside Claude’s Cowork Mode: How Anthropic Turns a Language Model into a Secure Digital Assistant