AI Agents Architect 🤖 and Technical Product Manager building practical AI systems for real business use.

Joined September 2009
46 Photos and videos
Today I saw something uncomfortable: An AI-agent workflow produced a better feature than a standard manual workflow. Hiring is still testing the old job. Read more 👇 viriava.com/?p=78
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Cursor knew my project rules. Codex didn't. For months I re-explained context in every prompt. The fix was one file at the repo root. Read more 👇 viriava.com/?p=72
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Most multi-agent talk misses the real shift. It is not more agents. It is one lead agent with narrow workers. The big win is simple: humans stop doing orchestration by hand. Read more 👇 viriava.com/?p=69

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Prompt injection is not a chatbot bug anymore. A GitHub issue reached an AI bot in GitHub Actions. Hours later, an unauthorized npm package was live. Read more 👇 viriava.com/?p=62
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People keep asking which AI agent is safest. That is usually the wrong question. If you use Cursor, Codex, or Claude every day, the real issue is what the agent can access: - secrets - shell - browser - connected apps My rule: do not trust the prompt alone. Trust boundaries, permissions, and review. Read more 👇 viriava.com/?p=53
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People talk about llms.txt like it is the next SEO hack. It is not a ranking trick. It is a cleaner way for AI systems to understand your site after they find it. Read more 👇 viriava.com/?p=47
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AI made feature work feel fast. The real bottleneck was not code generation. It was missing decisions showing up later as debugging. Research, proposal, design, specs, tasks first. Then code. Read more 👇 viriava.com/?p=9
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Viktor retweeted
6 Nov 2025
Use this structure for your SAAS Landing page Thank me later
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17 Oct 2025
2 days ago: exhausted, scared, drowning Today: ✅ StartUp incubator interested in us ✅ Angel investors excited about progress ✅ Automated my Zoom meetings → Founder OS Used our own automation tech. It actually works. The founder journey isn't linear. Just keep building.
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17 Oct 2025
Built automation today: @Zoom summaries → automatically saved to #Founder OS. No more lost meeting notes. No more scrambling to remember decisions. I'm literally using the same tech we're building for ActlysAI. When you take your own medicine and it works? 🔥 #buildinpublic
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16 Oct 2025
Day after completing closed beta. Still scared. Still exhausted. What I'm NOT doing: ❌ Checking competitors obsessively ❌ Doing cheap tasks myself What I AM doing: ✅ Delegating to my team ✅ Focusing on product vision Progress isn't always forward. Sometimes it's just smarter.
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15 Oct 2025
Completed closed beta for ActlysAI today 🚀 Should feel amazing. Instead I feel exhausted. 7-day weeks. No rest. Constantly checking competitors. Maybe that's the sign we're doing something real? If it was easy, everyone would do it. Tomorrow: we build again.
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Viktor retweeted
11 Oct 2025
😂😂
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Viktor retweeted
Vibe coding is the future 🤣
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Viktor retweeted
10 Oct 2025
🆕 New in ActlysAI (Beta): @googlecalendar integration! Now you can: 📅 Create, share & organize events effortlessly 🤖 Let AI handle smart scheduling 🔄 Keep your calendar synced across all devices Already available for beta testers - and soon for everyone.
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Viktor retweeted
8 Oct 2025
Sora 2 API n8n is genuinely insane 🤯 This AI system creates unlimited UGC videos using n8n the new Sora 2 API. Fully automated. Zero watermarks. HD quality. Game changer for e-commerce brands & creative agencies scaling content production. Most teams spend $10k /month on influencer content... But now with the Sora 2 API: Drop a single product photo → generate 50 HD videos with zero watermarks → own full commercial rights → pay a few bucks per video. Here's the workflow: → Drop product image into n8n form → Write your creative brief choose video length → Sora 2 API generates HD UGC content automatically → Creates unboxings, demos, lifestyle clips & product showcases → Videos delivered instantly with ZERO watermarks 100% built in n8n. Production-ready quality. Want the complete n8n workflow? > Comment "SORA" > Like this post And I'll send it over (must be following so I can DM)
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Viktor retweeted
3 Oct 2025
I get an app idea. I start building it because I find it useful. I see other alternatives on the internet. I get demotivated and stop working on it. Never release it. Repeat with other app ideas. How can I overcome this crap?
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Viktor retweeted
29 Sep 2025
Would you trust AI to move your funds today? @BigNillCollect from @0xPolygon: "Only a few". @bankrbot@HeyElsaAI@HeyAnonai@SentientAGI ✅ Watch his take:
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