Viktor

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

[Viktor @solviker]

My AI-agent token bill kept climbing on work that wasn't getting harder.
I wasn't paying for reasoning. I was paying for scrollback.
One background hook cut it 65% — 15.6M tokens saved in a month.

Read more 👇
https://t.co/tLNUpskDdO

[Viktor @solviker]

https://t.co/Gyf1ClqFSh

[Viktor @solviker]

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 👇
https://t.co/NX50J3PalA

[Viktor @solviker]

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 👇
https://t.co/sv5e0aFnDV

[Viktor @solviker]

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 👇
https://t.co/WfSwQo1emn

[Viktor @solviker]

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 👇
https://t.co/GfJvNAuUuC

[Viktor @solviker]

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 👇
https://t.co/9VAlWTiqOs

[Viktor @solviker]

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 👇
https://t.co/dk0W83mLRm

[Viktor @solviker]

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 👇
https://t.co/3vuokmwChW

[Viktor @solviker]

@gethookdai SWIPE

[Himanshu @him_q14]

Use this structure for your SAAS Landing page

Thank me later

[Viktor @solviker]

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.

[Viktor @solviker]

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

[Viktor @solviker]

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.

[Viktor @solviker]

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.

[Barchart @Barchart]

😂😂

[Viktor @solviker]

@BSCGemsAlert ActlysAI but soon

[AshutoshShrivastava @ai_for_success]

Vibe coding is the future 🤣

[Viktor @solviker]

@rektfencer @grok I think it will be 125k

[Actlys @actlysai]

🆕 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.