Christopher Dean

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Christopher Dean

Christopher Dean

@coderchrisdean

Breaking news + politics before the algorithms. Software engineer shipping OpenClaw AI agents. Claude | Node | What actually works. ✌🏼

Katılım Eylül 2022
3.1K Takip Edilen1.9K Takipçiler
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Christopher Dean
Christopher Dean@coderchrisdean·
🧵 I built my first AI agent last month. Saved me $12k/year in manual work. Here's the full story. ⬇️
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Christopher Dean
Christopher Dean@coderchrisdean·
🚨 ANTHROPIC IS PUSHING PRACTICAL AUTOMATION The important part is practical automation: tools regular builders can wire into actual routines instead of just admire in demos. Source: @Ai_Tech_tool x.com/Ai_Tech_tool/s…
AilaunchX@Ai_Tech_tool

Instead of watching an hour of Netflix, watch this 2 hour hour Stanford lecture will teach you more about how LLMs like ChatGPT and Claude are built than most people working at top AI companies learn in their entire careers.

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Christopher Dean
Christopher Dean@coderchrisdean·
🚨 CLAUDE WORKFLOWS ARE GETTING MORE HANDS-ON This is where Claude-style tooling gets interesting — not as a chatbot, but as a workflow layer people can build around. Source: @cyrilXBT x.com/cyrilXBT/statu…
CyrilXBT@cyrilXBT

25,600 DEVELOPERS JUST STARRED A GITHUB REPO THAT LETS YOU RUN CLAUDE CODE COMPLETELY FREE THROUGH 10 DIFFERENT PROVIDERS. DeepSeek. Kimi. And 8 others. 5 minutes to set up. Already running on 20,000 machines. Here is what this actually does. Every Claude Code session you run normally hits Anthropic's API directly. Every token costs money. Every long autonomous run adds up. Every overnight agent session feels expensive before you even start it. This repo routes that same traffic through 10 free providers simultaneously. Same Claude Code interface. Same autonomous capabilities. Same multi-step builds. Zero API bill. Auto-fallback built in so if one provider rate limits the router switches to the next one automatically. You never hit a wall. You never watch a usage meter. You just build. The developers who have been throttling their Claude Code usage because of cost just had that constraint removed permanently. The solo builders who wanted to run overnight agent sessions but could not justify the inference cost just got their answer. The teams paying hundreds per month in API costs just found their alternative. 5 minutes to set up. 25,600 stars in days. 20,000 developers already running it. The gap between builders with API budgets and builders without one just closed. Star it. Fork it. Set it up before your next session. Bookmark this before you pay another API bill. Follow @cyrilXBT for every open source build that removes a cost barrier between builders and shipping.

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Christopher Dean
Christopher Dean@coderchrisdean·
🚨 PRACTICAL AI TOOLS ARE GETTING BETTER The important part is practical automation: tools regular builders can wire into actual routines instead of just admire in demos. Source: @cyrilXBT x.com/cyrilXBT/statu…
CyrilXBT@cyrilXBT

GEMINI INSIDE HIGGSFIELD SUPERCOMPUTER JUST CHANGED WHAT ONE PERSON CAN DO IN MOTION DESIGN. One prompt. Finished motion piece out. No studio. No team. No workflow management. Here is what actually got me. Most AI video tools produce outputs that drift between shots. Frames that lose coherence. Visual identity that slips halfway through. Content that looks like three different teams made three different pieces stitched together. Higgsfield Supercomputer with Gemini inside holds frame-level coherence across the entire piece. No drift. No slip. No inconsistency. And the memory layer is what separates this from everything else. Your brand voice locks in on the first run. Your visual identity carries forward on every subsequent run. Every piece produced reads like one studio made the entire body of work. Not one prompt in isolation. Your entire content operation with consistent identity across every asset. 10 plus frontier models running under one agent simultaneously. GPT-5.5 Pro. Claude Opus. Gemini. Veo. Kling. Seedance. Each sub-task gets automatically routed to the best model for that specific job. You do not choose the workflow. You do not manage the models. You do not coordinate the outputs. You type what you want and the finished asset lands in the right folder. This is what Gemini-native motion design at scale actually looks like. Bookmark this before your next content project. Follow @cyrilXBT for every AI creative tool that changes what one person can produce.

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Christopher Dean
Christopher Dean@coderchrisdean·
🚨 PRACTICAL AI TOOLS ARE GETTING BETTER Software work is becoming less about typing every line and more about steering agents, checking diffs, and knowing when to intervene. Source: @jlongster x.com/jlongster/stat…
James Long@jlongster

more and more work is moving into coding agents, I don't live in my editor anymore but you gotta keep an eye on these little goblins, they write bad code. so we built a diff viewer in opencode! available now

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Christopher Dean
Christopher Dean@coderchrisdean·
🚨 CODING IS TURNING INTO AGENT MANAGEMENT The new skill is not just writing code. It is giving agents the right constraints, reviewing the output, and keeping the workflow safe. Source: @cursor_ai x.com/cursor_ai/stat…
Cursor@cursor_ai

With the Cursor SDK, you can build your own agents with Composer 2.5. It's now available in Python and TypeScript. This long weekend, Composer usage is 90% off in the SDK. We're excited to see what you build!

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Christopher Dean
Christopher Dean@coderchrisdean·
🚨 AI NOTES ARE BECOMING OPERATING SYSTEMS This is where Claude-style tooling gets interesting — not as a chatbot, but as a workflow layer people can build around. Source: @cyrilXBT x.com/cyrilXBT/statu…
CyrilXBT@cyrilXBT

ANDREJ KARPATHY SPENT 4 MINUTES IN AN INTERVIEW AND ACCIDENTALLY EXPOSED HOW ALMOST NOBODY IS ACTUALLY USING CLAUDE. Not using it wrong. Not using it inefficiently. Not using it at all. His exact point: paying $20 a month for a subscription is not using Claude. Typing questions into a chat window is not using Claude. The real skill is building with Claude. And most people have never even started learning how to do that. He identified 4 behaviors that break Claude Code in almost every developer's setup. A developer took those 4 behaviors, expanded them into 21 configuration rules, and published them in one file. 82,000 GitHub stars. Number 1 on GitHub Trending. Coding accuracy jumped from 65% to 94%. Here are the 21 rules and why most developers have never configured them. Most Claude Code sessions fail not because Claude is incapable but because it operates without constraints. No rules about when to stop and ask versus when to proceed. No rules about how to handle uncertainty. No rules about file modification scope. No rules about when to run tests. No rules about how to communicate blockers. Without these rules Claude makes reasonable assumptions. Reasonable assumptions compound into unreasonable outcomes across a 200-turn session. The 21 rules eliminate the assumption layer entirely. Claude no longer guesses what you want when you have not specified. It follows rules you wrote once and never has to write again. The jump from 65% to 94% accuracy is not a model improvement. It is what happens when you stop asking Claude to guess and start telling it exactly how to operate. Karpathy understood this in 4 minutes. The file took one afternoon to configure. 82,000 developers have already starred it. Most of the people paying $20 a month still have not. Bookmark this. Follow @cyrilXBT for the exact configuration file that takes Claude Code from 65% to 94% accuracy.

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Christopher Dean
Christopher Dean@coderchrisdean·
🚨 CLAUDE IS MOVING FROM CHAT TO WORKFLOWS Automation is moving from prompt tricks into repeatable systems. That is the part worth tracking. Source: @cyrilXBT x.com/cyrilXBT/statu…
CyrilXBT@cyrilXBT

ANTHROPIC JUST SOLVED THE PROBLEM THAT HAS BEEN HOLDING BACK EVERY CLAUDE CODE USER WHO IS NOT A SENIOR ENGINEER. One free plugin. It scans your project. It configures everything. Done. Here is the problem most people do not talk about with Claude Code. The tool is extraordinarily powerful when configured correctly. The configuration is extraordinarily painful to get right. Which MCP servers does your project actually need. Which hooks should fire for your specific workflow. Which subagents are relevant for your tech stack. Which slash commands would save you the most time. Answering those four questions correctly requires reading your entire project structure, understanding your dependencies, analyzing your code patterns, and cross-referencing all of that with what each available server and subagent actually does. Most developers skip this entirely. They install Claude Code with default settings. They get default results. They conclude Claude Code is good but not transformative. They are wrong about why. The official Anthropic plugin removes the manual configuration layer entirely. Point it at your project. It reads your structure. Your dependencies. Your code patterns. It installs the right MCP servers for your specific stack. It configures the right hooks for your specific workflow. It sets up the right subagents for your specific use cases. It creates the right slash commands for your specific repeating tasks. One scan. Perfect configuration. Free. The developer who has been running Claude Code at 40% capacity because setup was too painful just had every configuration problem solved automatically. The developer starting a new project today skips the entire painful configuration phase entirely. 100% free. Official Anthropic release. Install it before you open your next project. Bookmark this. Follow @cyrilXBT for every Claude Code release that changes what one person can build.

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Christopher Dean
Christopher Dean@coderchrisdean·
🚨 ANTHROPIC IS PUSHING PRACTICAL AUTOMATION Automation is moving from prompt tricks into repeatable systems. That is the part worth tracking. Source: @cyrilXBT x.com/cyrilXBT/statu…
CyrilXBT@cyrilXBT

Eric Schmidt (ex-Google CEO): “if you really want to make money, it’s actually easy. found an agentic AI company.” If I had only 30 days to do that , I'd begin here and save this: Agent Architecture langchain.com/blog?category_… Claude Code 101: anthropic.skilljar.com/claude-code-101 Claude Code in Action: anthropic.skilljar.com/claude-code-in… Prompt engineering (official): docs.claude.com/en/docs/build-… Interactive prompt tutorial (hands-on): github.com/anthropics/pro… CLAUDE.md & how to give Claude memory: code.claude.com/docs/en/claude… Skills, teach Claude reusable workflows: code.claude.com/docs/en/skills MCP, time connect Claude to Slack, GitHub, Drive: code.claude.com/docs/en/mcp Routines (automate tasks 24/7): code.claude.com/docs/en/routin… Claude Code Ultimate Guide (community): github.com/FlorianBruniau… Awesome Claude Code (skills, hooks, plugins): github.com/hesreallyhim/a… All 13 Anthropic Academy courses (free certs): anthropic.skilljar.com Claude Code full docs: code.claude.com/docs/en/overvi… All of this is for free at $0/month Then read this guide by this builder

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