Murilo Schünke

Principal Software Architect · AI systems, software eng & privacy-aware builds · US/BR remote · Building in public

[Murilo Schünke @mschunke]

I write about shipping software and AI systems without hand-waving privacy or business risk.

Topics: architecture trade-offs, agents in production, data/privacy in AI workflows, and B2B product lessons.

If that’s useful, follow along — questions and pushback welcome.

[Murilo Schünke @mschunke]

8 seconds on what we build. Book a call: https://t.co/jF1IHGE95b

[Murilo Schünke @mschunke]

Rebuilt https://t.co/SJTIqRx9ny.

AI that runs your operations, not just your demos. Process automation first, then web and mobile apps.

Led by a principal engineer. Shipped to production.

https://t.co/pyzVP9ukXQ

[Murilo Schünke @mschunke]

The moment an agent can open a PR, you’ve left “chat” and entered change management.

Who reviews? What can it touch? How do you roll back a bad tool call?

Prompt quality matters. Control plane matters more.

[Murilo Schünke @mschunke]

Shipping agents isn’t prompt engineering. It’s product + ops: tool permissions, idempotent side effects, audit logs, and a kill switch when the loop goes wrong.

[Murilo Schünke @mschunke]

Most “AI features” fail because the architecture was bolted on. Treat the model as an unreliable dependency: timeouts, evals, and a human path when confidence is low.

[Murilo Schünke @mschunke]

CoWe recently implemented AI agents for a 10M+ lines codebase. Here are some insights we had from the experience, drawbacks, and productivity gains: A Practical Look at Implementing AI in Software Engineering https://t.co/lE6zy2a115

[Murilo Schünke @mschunke]

@guimaraes13PT @FlavioDino @FlavioDino pq bloqueou o @marcelvanhattem derrotado eleito? Pq comunista não gosta de democracia? 🤷

[Murilo Schünke @mschunke]

@ianmiles Try that in Florida...

[Danilo Gentili @DaniloGentili]

Esse cara aí ao lado do Lula não foi pego cheio de dinheiro na cueca?

Começou bem.

[Murilo Schünke @mschunke]

@Vinheteiro É o exemplo de uma boa ideia, terrivelmente executada.