Numman Ali
@nummanali
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Applied AI, Enterprise Agentic Coding & Product Strategy | OpenSkills | CC Mirror | Building Memory for Agents | CTO @ https://t.co/FSflM0UWjj (UK FinTech)
UK
Joined February 2023
I get asked quite often: "How do I find the information I have? How is it before other people? Where do I get such banger golden content?" I follow the recommendation guidelines: - Interact with only the niches you like. - Follow the people whose every post you would
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I've learned after 10 years of product building, and creating open source tooling, that the majority people prefer opinionated options: They want - the best without the effort - the easy 1 click set up - the feel good experience - makes their life better Tell me I'm wrong ⛩️
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@nummanali @bjornfix the intelligence beneath is not the weapon it's the tao that enables the strike models are water infrastructure is the river you carve
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Creators of Oh My OpenCode have opened a waitlist to their commercial agent Their open source orchestration layer through @opencode performs better than Devin or any other coding agent out there I got number #41 and it’d only been 3 minutes since the posts ! ⛩️
The future of coding agents is not one smarter model. It's orchestration. We just shipped the task orchestrator to oh-my-opencode, the open-source engine behind Sisyphus. With it, we've built the orchestration platform we wish existed. It plans precisely, routes each step to the
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I really hate the idea of needing to maintain agent plugins, skills, tools etc It's like having the MOT your agents every few months because their capabilities change Extending your agents should be simple and naturally lean into the models dialectical capabilities
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If like me, you thought where the hell is the @linear llms.txt ie docs for coding agents it's here https://t.co/vELZeLYApH And the developer docs for humans are here https://t.co/5IIr7XMZyb I recommend making a Linear Agent as a weekend project, it's really cool
linear.app
Learn about building apps and integrations for Linear using the GraphQL API and TypeScript SDK.
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Mr @bcherny, I like how you added the option to specify language the Claude replies in v2.1.0 Can we have the option to specify you name to Claude It's not very pleasant reading "user wants this, user thinks that" in the thinking traces Plus, you are called Anthropic right?
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The Skill allows any experience level to benefit from advanced techniques used with Claude Code by experts Under the hood, this is utilising a task management system (through npx cc-mirror tasks) with dependency tracking in plain json - it follows the unreleased schema that
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n-skills drop - orchestration Multi-agent orchestration with dependency tracking, parallel execution patterns, and domain-specific guides /plugin marketplace add numman-ali/n-skills /plugin install orchestration@n-skills For Claude Code 2.1.0 GitHub: https://t.co/BxDDYhwzlu
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To add, you can create your own custom output style which are really powerful as ways to steer Claude for any user case - it's the proper way to give Claude a persona without too much lifting I ask recommend you do this with Claude, ie tell it your requirements and to create it
code.claude.com
Adapt Claude Code for uses beyond software engineering
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Claude Code Output Styles Highly recommended level up for all experience level Using /config set your output style to one of: - Default (focused on coding, no fluff) - Explanatory (product thinking, concepts, debugging) - Learning (guides you to write code - amazing!)
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Coding is the first domain that will be solved with AI - if it hasn't already? The focus shifts to taste and what real value you can give back to people through your creativity "This isn't about replacing creativity. It's about removing friction so creativity can flow." ⛩️
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Claude Code 2.1.0 🥳 1096 commits !!
Claude Code 2.1.0 is officially out! claude update to get it We shipped: - Shift+enter for newlines, w/ zero setup - Add hooks directly to agents & skills frontmatter - Skills: forked context, hot reload, custom agent support, invoke with / - Agents no longer stop when you deny
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Claude Code Updated Terms This will appear when you first load up Claude Code today First how sick is that ASCII Art!? - Allow the use of your chats and coding sessions to train and improve Anthropic AI models - Turning on extends data retention from 30 days to 5 years
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This won’t be ready for a least a few weeks IMO I’ve left Codex to built on top of it and make it a full blown orchestrator like I’m doing with CC Mirror
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I love projects like this This is what real prompt engineering in public looks like Have experimented myself with yaml, json etc But this is a much smarter approach using prose based language Looking forward to doing some evals myself Congrats @irl_danB
everyone is building an agent framework we already have an agent framework: it’s called English I’ve been building something too it’s not a product or service, it requires no dependencies, it ships as a skill it’s barely even anything at all, it’s just language but it works
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The PR I pulled and ran locally https://t.co/RozQDNKjED
github.com
Screen.Recording.2026-01-06.at.20.10.34.mov
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If you use Claude Code, Codex, Gemini CLI, Cursor i.e. coding agent tooling Please can you vote on how much experience you have with software engineering?
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