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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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Latest from Architect

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Architect
Architect
May 28, 2026 · R&D Management

Turning AI Prompts into Process Assets: 25 Skills Every Team Should Adopt

The article examines a curated list of 25 AI‑driven Skills, showing how they can be transformed from simple prompt templates into repeatable, governed workflow assets that boost team productivity, preserve institutional knowledge, and enable scalable process automation across learning, documentation, and decision‑making tasks.

AI workflowGovernanceSkill Management
0 likes · 32 min read
Turning AI Prompts into Process Assets: 25 Skills Every Team Should Adopt
Architect
Architect
May 27, 2026 · Artificial Intelligence

How to Split Tasks, Control Permissions, and Collect Evidence with Claude Code Agent Teams

The article analyses Claude Code's new parallel‑working features—Subagents, Agent View, and Agent Teams—explaining when each should be used, how to break engineering work into clear boundaries, manage permissions and budgets, gather verifiable evidence, and avoid hidden coordination costs in real projects.

AI codingAgent TeamsClaude Code
0 likes · 23 min read
How to Split Tasks, Control Permissions, and Collect Evidence with Claude Code Agent Teams
Architect
Architect
May 26, 2026 · Artificial Intelligence

Why Claude’s 17 New Capabilities Matter: Moving Agents from Chat to Real Workflows

Claude’s latest suite of 17 capabilities—Projects, Memory, Artifacts, Chrome, Cowork, Skills, and more—reframes the agent from a simple chat assistant into a workflow component, prompting architects to evaluate context entry, auditable outputs, permission boundaries, repeatable processes, and cost controls before deployment.

AI AgentsClaudeContext Engineering
0 likes · 26 min read
Why Claude’s 17 New Capabilities Matter: Moving Agents from Chat to Real Workflows
Architect
Architect
May 25, 2026 · Artificial Intelligence

From KV Cache to Harness: How DeepSeek Is Shifting Costs to the System Layer

DeepSeek’s recent V4 release shows that as model inference becomes cheaper, the dominant expenses are moving to system‑level components such as KV cache, memory, storage, compilers, scheduling, hardware adapters, and the emerging Agent Harness layer, reshaping AI infrastructure economics.

AI InfrastructureAgent HarnessDeepSeek
0 likes · 23 min read
From KV Cache to Harness: How DeepSeek Is Shifting Costs to the System Layer
Architect
Architect
May 24, 2026 · Artificial Intelligence

Beyond the One‑Person Unicorn Myth: Building the AI‑Native Startup Operating Base

The article examines Anthropic’s Founder’s Playbook, arguing that AI‑native startups require a minimal operating foundation—clear goals, context, tools, permissions, evidence, and workflows—so agents can participate, be audited, handed off, and preserve experience across the Idea, MVP, Launch, and Scale stages.

AI AgentsAnthropicClaude
0 likes · 21 min read
Beyond the One‑Person Unicorn Myth: Building the AI‑Native Startup Operating Base
Architect
Architect
May 22, 2026 · Industry Insights

Which Roles Will AI Replace First? Cloudflare CEO’s Layoff List Highlights a Measurement Layer Issue

The article analyzes Cloudflare’s recent AI‑driven layoffs, explaining the CEO’s builder‑seller‑measurer framework, showing that AI first compresses measurement‑focused roles, and argues that organizations must transform their measurement layer into a continuous, observable, verifiable system to stay resilient.

AICloudflareOrganizational Measurement
0 likes · 25 min read
Which Roles Will AI Replace First? Cloudflare CEO’s Layoff List Highlights a Measurement Layer Issue
Architect
Architect
May 21, 2026 · Artificial Intelligence

Beyond Code: Extending Codex into Full‑Scale Workflows

The article analyzes how Codex is shifting from merely writing code to sustaining entire workflows that span code, UI, documents, time, and human judgment, and proposes concrete boundaries, evidence artifacts, and incremental steps—such as THREAD.md, GOAL.md, and PERMISSIONS.md—to make the agent’s actions safe, auditable, and stoppable.

AI AgentsCodexSkills
0 likes · 26 min read
Beyond Code: Extending Codex into Full‑Scale Workflows
Architect
Architect
May 20, 2026 · Artificial Intelligence

How to Turn a Single Hermes Agent into a Fully Operable System

The article walks through converting a chat‑based Hermes Agent into a maintainable, hand‑off‑ready system by building a control room, defining clear runtime and management files, applying security safeguards, and following a step‑by‑step production pipeline.

AI OpsAgent Control RoomHermes Agent
0 likes · 22 min read
How to Turn a Single Hermes Agent into a Fully Operable System
Architect
Architect
May 18, 2026 · Artificial Intelligence

18 Essential Actions to Build a Personal Claude AI Workbench

The article explains that effective use of Claude depends on establishing a stable personal work environment rather than merely crafting prompts, and it details 18 concrete actions organized into six layers—projects, personal instructions, fact sources, workflow cards, review loops, and boundaries—to create a reusable AI workbench.

AI workflowAgent HarnessClaude
0 likes · 31 min read
18 Essential Actions to Build a Personal Claude AI Workbench
Architect
Architect
May 17, 2026 · Artificial Intelligence

Agent Skills Survey: How Process Knowledge Becomes Technical Debt

The recent arXiv survey on Agent Skills maps the full lifecycle of skills—representation, acquisition, retrieval, and evolution—and warns that unchecked growth can turn a valuable process asset into technical debt, urging teams to enforce admission quality, robust routing, versioning, testing, and retirement mechanisms.

AI engineeringAgent skillsProcess Assets
0 likes · 26 min read
Agent Skills Survey: How Process Knowledge Becomes Technical Debt