The real timeline for most MVPs:
Week 1 — Scope + architecture
Week 2 — Core feature build
Week 3 — integrations + testing
Week 4 — launch
Now you can get real user feedback.
AI helps speed up development in 3 places:
• wireframes & UI ideas
• boilerplate code
• testing & debugging
But clear specs still matter more than AI.
MVPs don’t need 6 months.
With the right scope + AI workflow, you can launch in 3–4 weeks.
Idea → Prototype → Build → Launch → Feedback.
Speed matters more than perfection.
#buildinpublic#startups#mvp#productdevelopment
If your "AI agent" doesn’t:
• Re-plan
• Remember
• Evaluate
• Adapt
You built automation.
Not autonomy.
Building real agentic systems at @buildmymvp_dev . More breakdowns soon.
If you're building AI agents in 2026, you're probably doing it wrong.
Most "agents" today are just:
• Prompt → Tool call → Response
That’s not an agent.
That’s a scripted assistant.
Here’s what real agentic architecture looks like 👇
Most people skip this.
After execution:
• Did the tool output match intent?
• Was the goal achieved?
• Should we retry / replan?
No evaluation loop = silent failure.