Amjad Masad

Scott Kennedy

We are beginning to see what happens when a company learns to operate itself.

In the past six months, engineers at Replit have nearly tripled code output. Review times held steady. Reversions and product incidents have stayed flat. Quality metrics improved, and releases have accelerated. All the typical trade-offs you might expect have not occurred.



While the code is the visible part, what's happening under the surface is much more interesting.



Agents now investigate production incidents, review pull requests, answer questions, analyze business data, triage support tickets, research sales accounts, and improve the systems that power Replit Agent itself.



The Self-Driving Company

Product Manager

Ian Irungu

This is part 5 of a 6-part series we’re running about how product managers are using AI tools and vibe coding. Written by and for product managers.

Summary

Product managers spend as much time launching a feature as building it, across disconnected tools.

Every tool switch adds hidden costs: reformatting time, mismatched design tokens, lost context, and delayed alignment.

Replit Agent 4 generates stakeholder decks, live dashboards, and animations directly from your existing project.

Beyond the App: Using Vibe Coding to Ship Decks, Dashboards, and Launch Assets

Enterprise Platform Product Manager

Corey Wall

This is part 4 of a 6-part series we’re running about how product managers are using AI tools and vibe coding. Written by and for product managers.

Summary

Requirements docs, decks, and tickets go stale because PMs update them by hand. Agentic workflows fix the source of that problem, not the symptoms.

When the prototype is the source of truth, the artifacts around it — briefs, criteria, decks — update as the product changes, not after.

Replit Agent 4 runs tasks in parallel and surfaces results for PM review before anything touches the main project.

How product managers ship faster using Replit's agentic workflows

Nick Mazzotta

This is part 3 of a 6-part series we’re running about how product managers are using AI tools and vibe coding. Written by and for product managers.

Summary

The design handoff bottleneck costs PMs days per feature, adding weeks of lag to product development cycles each quarter.

Two types of design work exist — exploratory direction-setting and production refinement — and PMs are already equipped to own the first.

A 90-minute vibe coding design sprint helps PMs generate, compare, and converge on a direction before involving the design team.

Why smart PMs are using vibe coding to cut design delays

Technical Product Manager

Kofi Wood

This is part 2 of a 6-part series we’re running about how product managers are using AI tools and vibe coding. Written by and for product managers.

Summary

Traditional prototyping workflows cost PMs weeks per round-trip, delaying the user signal that only working software produces.

Every handoff to design, engineering, and QA introduces translation loss that compounds before a prototype reaches testing.

AI-integrated workflows cut translation points by generating interactive prototypes directly from a behavioral brief you write.

A Product Manager's guide to using AI to build working prototypes

Arpit Singla

(And Why One Category Changes Everything)

This is part 1 of a 6-part series we’re running about how product managers are using AI tools and vibe coding. Written by and for product managers.

Summary

AI tools for product managers now operate across two layers: a productivity layer and an expanded capability layer.

Writing tools like Claude, Notion AI, and Grammarly help you draft PRDs and condense research into clear summaries faster.

Research tools like Dovetail and Perplexity surface patterns across interviews and feedback, making continuous discovery more manageable.

The Best AI Tools for Product Managers in 2026

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