# Building a Confluence MCP Server for Claude Code: From Setup to Skills
Automate your Confluence workflow directly from Claude Code — publish pages, sync content, and upload images without leaving your terminal. GitHub: ht…
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The Skills File Pattern
SectorFlow Engineering Series · Part 2 of 3 · Read Part 1 first: Token Efficiency in Claude Code How we stopped appending to CLAUDE.md and started imp…
Building Production Multi-Agent Systems with Claude
Building Production Multi-Agent Systems with Claude Meta: Learn how to architect production-grade multi-agent systems using Claude API. Covers orchest…
Claude Fable 5 lasted three days. Then the US government pulled it.
On Tuesday this week I was reading launch coverage that told me to try Claude Fable 5 soon. By Friday night it was gone. Not deprecated, not rate-limi…
When to Move Beyond LiteLLM (And When Not To)
LiteLLM is one of the most useful tools in the modern AI stack, and I want to say that clearly before anything else. If you're building an AI applicat…
His Today Was Yesterday: a timezone bug, a blast radius, and what AI missed
I lead a multi-tenant booking platform where venues sell activities. There's a customer-facing website where users book them. On the main page we show…
Loopers, Robovacs and the Death of the /Prompt
A Weekend Gonzo Field Guide to /loop Engineering Another weekend piece of satire, devoid of real-life advice but stacked with enough cyberpop residue …
Claude Fable 5 Scores 95% on SWE-bench, Then Hands Off to Opus 4.8
The headline number is 95% on SWE-bench Verified. That's the score attached to Claude Fable 5, Anthropic's new general-access model in the Mythos clas…
How I Ship 10x Faster with Claude Code: The 5-Layer Workflow System
After 8 months of daily Claude Code use, I've distilled my workflow into a 5-layer system. Each layer builds on the previous one. Skip one, and the wh…
Why everyone is talking about loop-engineering and how is it changing agentic ai workflows? Claude Code and Web Scraping examples
A couple of weeks ago I published a walkthrough of my agentic coding setup , the plan-first discipline, the four-agent team, the model routing, the CL…
PDLC 1.1: two things v1.0 got wrong about artifact shape
Three months after starting a project with PDLC, a team member asked a simple question: "What does the system look like right now?" There was no good …
Stop sending every AI coding request to the expensive model
AI coding tools are powerful. But they’re also wasteful. A tiny helper-function question does not need Claude Sonnet. A huge architecture review proba…
Claude Fable 5 Is Here. Here's What Actually Matters for Developers 👨🏾💻
Anthropic dropped two models today. Most people are focused on the wrong one. What launched: Fable 5 — the public-facing Mythos-class model. Available…
How I built pairwise AI model compare pages with Claude Haiku and a budget cap
When I added compare pages to the Top AI Tools directory , the first question I had to answer was: how many pairs am I actually looking at? With rough…
The Capability Curve Has No Memory
And everyone keeps building anyway. What choice do we really have? Anthropic urges coordinated pause on advanced AI development They published a progr…
Claude Opus 4.8 shipped today. Here's the upgrade decision tree the announcement skipped — and three workloads that should stay on 4.7.
The 30-second version Anthropic shipped Claude Opus 4.8 a few hours ago. Every benchmark on the announcement page is up: SWE-bench Verified, GPQA, MAT…
I wanted to query Instagram data inside my AI coding assistant, so I wired up an MCP server for it
Been doing a lot of competitive research for clients lately — checking hashtag volumes, tracking top posts in a niche, that kind of thing. Kept switch…
ctxflow — a CLI to scaffold context files for AI coding agents
github.com/powfuu/ctxflow npmjs.com/package/ctxflow npm install -g ctxflow ctxflow → interactive menu ctxflow init → set up CLAUDE.md + docs/ structur…
I Gave Claude a Stock Screener. Here's What It Picked
Most "AI picks stocks" demos are fiction. You ask a chatbot for undervalued companies, it hands you five tickers, and they sound reasonable. AAPL. MSF…
Claude Opus 4.8 shipped this week. The buried story is your migration cadence — your agent fleet won't survive the next four months without a refactor.
The benchmark is the wrong story Anthropic shipped Claude Opus 4.8 this week. You probably saw the announcement post on Tuesday, the swarm of benchmar…
Hire a Code Watchdog: Building a Claude Code Auto-Review Bot as a Quality Gate for Solo Projects (with Real Ops Logs)
When you ship alone, nobody catches your 2 AM mistakes. This article gives you a working Claude-powered review bot that runs on every pull request via…
Anthropic told you how they use Claude Code skills. The buried line: your skills/ directory is now a hiring signal.
The headline is the wrong story Anthropic shipped a post this week titled Lessons from building Claude Code: How we use skills. You probably read it i…
Your Company Banned Claude Code the Week Workflows Shipped. The Gap Is Now 1,000 Agents Wide.
Your company banned Claude Code the week Anthropic shipped Workflows. The timing is worth documenting. While Microsoft's Experiences and Devices divis…
Альпина GPT: 9 000 пользователей, −1 977 часов и главный барьер корпоративного ИИ
Архитектура агрегатора из 42 моделей, разбор воронки первого касания и измеренная экономия часов на маркетинге книгоиздания. Павел Путинцев, продакт-м…
The Death of the God Model: Why True AGI Requires a Split Brain Architecture
TL;DR: The AI industry's pursuit of a single, omnipotent "God Model" is a dead end. Due to the mathematical paradoxes of RLHF and alignment, models ar…
Anthropic gave the failure mode I kept hitting with Claude Code a name: agentic technical debt!
If you've built anything non-trivial with Claude Code (or Cursor, or Cline), you know the shape of this. Session 1 is magic. Code just flows. By sessi…
Harness: Turn a One-Line Prompt Into a Full Agent Team for Claude Code
You have Claude Code. You want to build something ambitious — a deep research pipeline, a full-stack app scaffold, a code review system. You could wir…
How to write a Claude Code skill (and the gotchas the docs skip)
I put off Claude Code skills for six months because the docs made them sound like a framework. Then I opened one and it was a markdown file. One file,…
Running Claude in CI: A GitHub Actions + Claude Code SDK Auto-PR-Reviewer That Costs $0.03 per Review
⚠️ この記事はアフィリエイト広告（プロモーション）を含みます。リンク先で発生した収益の一部が運営者に支払われますが、読者の購入価格には一切影響ありません。 By the end of this article you will have a GitHub Actions workflow that…
멀티 에이전트(Multi-agent) AI 시스템 가이드 2026 — 싱글 에이전트와 차이·도입 사례·외주 비용
멀티 에이전트(Multi-agent) AI 시스템은 여러 AI 에이전트가 역할을 분담하고 서로 통신하면서 복잡한 업무를 자율적으로 처리하는 구조다. 한 에이전트가 처음부터 끝까지 처리하는 싱글 에이전트와 달리, 검색·분석·실행·검증을 각각 다른 에이전트가 병렬로 맡고 …