Mohammed Asif @webmakin

I started building Outline because my life felt scattered. Tasks in one app. Notes in another. Ideas disappearing before they became real.What began as a tiny side project slowly turned into something much bigger.Today, Outline V2 is officially live 🚀A cleaner, faster

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Mohammed Asif @webmakin

2 months ago

workspace for notes, tasks, ideas, and everything in between.Built for creators, builders, students, overthinkers, and anyone trying to bring a little more clarity into their life. Web: outline.vibeclub.life iOS: apps.apple.com/us/app/outline…

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Mohammed Asif @webmakin

2 months ago

With component, experience, and decision observability, my long-horizon coding agent's pass@1 jumped from ~70% to 77%—no model changes. The same harness transferred to SWE-bench and sustained gains. Observability is the agent's engine for self-improvement.

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Mohammed Asif @webmakin

2 months ago

Anti-pattern 3: Change-and-pray. Tweak prompt, hope score rises. Fix: every edit gets a prediction ('reduce permission errors by 20%') in a manifest. After eval, verify prediction; if it fails, revert the edit. CI for agent coaching.

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Mohammed Asif @webmakin

2 months ago

I spent months tuning prompts until I treated my agent’s harness like software—observable, decoupled, and testable. Here are 3 anti-patterns that break every AI system and how to fix them.

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VishwaGuru_Ghantal @Vishwaguru2026

10K Followers 8K Following What man is a man who does not make the world better .

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I run the most automated org on earth,
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Must be happy. @Peki6458

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HR Operations & Talent Strategy Consultant • Job vacancies 👩‍💻• cv chef👩‍🍳• Written 3000+ cvs/resumes 📝 • Over 6000+ have gotten jobs from my platforms.

HALO | CAREER SPECIAL... @Halosznn_

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250K Followers 92 Following Opinionated, Maverick and a Movie Buff.

Partner, Active Capital. Backing AI-native founders building the future of software. We’re backing at least one new team every month with $500k to $1M checks.

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6K Followers 13 Following I ship a new AI Mastery Guide every week and the prompts I run daily. Every model, torn down the week it ships.

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