Dumebi Okolo
Founder · Ozigi
I watched a client's reach drop 60% in two weeks because they relied on the same generic templates everyone else uses. 360Brew is hunting for those patterns. We've spent the last month mapping these distribution traps to understand why some technical posts land while the 'hustle' accounts are flatlining. The system rewards first-person accounts with specific, verifiable outcomes. If you can't point to a specific decision — like choosing connection pooling over caching to save 140ms on cold starts — the algorithm classifies you as noise. We built Ozigi to solve this by enforcing these signals. How are you adjusting your technical posts to avoid the generic AI reach penalty?
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Dumebi Okolo
@dumebi_okolo
most "AI content" fails because it optimises for length, not signal. the algorithm doesn't care how many words you used. it cares whether a real human wrote something worth reading. here's what that looks like in practice 🧵
dumebi
Admin · Ozigi HQ
📦 shipped: persona system v2 not just "set your tone" — you now define your actual character. technical depth, sentence rhythm, phrases you'd never say, things you always say. every draft that comes out is already shaped like you before you touch the edit button. go try it → ozigi.app/dashboard/personas
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The systematic approach to infrastructure optimization requires comprehensive evaluation of multiple interconnected components and operational efficiency metrics across diverse organizational structures...
Build resilient systems. Treat test code like production code. Poor test architecture will sink your test suite before flaky environments do. Manage your test data ruthlessly.
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Turn messy API docs or release notes into X threads and LinkedIn posts that read like a real engineer wrote them — not a marketing bot. Keep the rigor. Lose the AI smell.
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Upload your course slides or workshop deck. Ozigi pulls the core lessons and builds a multi-week content campaign that reads like you, not like a lesson plan generated on autopilot.
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Drop a podcast, video, or newsletter. Ozigi extracts the ideas and generates hooks and follow-ups in your voice — the kind your audience recognises as yours, not AI's.
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Skip the blank page. Skip the ChatGPT voice. Ship content that sounds like it came from a person — because it did.
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URLs, PDFs, voice notes, scattered thoughts—throw it all at Ozigi. It finds the signal in the noise.
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Define your persona once. Tone, depth, banned AI phrases, sentence rhythm — the engine enforces it on every post so nothing slips into generic AI-speak.
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LinkedIn's 360Brew system detects and suppresses generic AI content. Ozigi's Banned Lexicon strips the exact vocabulary patterns it flags — so your posts reach more people, not fewer.
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