SenseLab

SenseLab turns memory into a continuous learning system, where knowledge is shared, reinforced, and compounds with every task.

[Dai Macedo @daimacedoa]

Big milestone for Bruno @balovespizza and me.
SenseLab is backed by a16z @speedrun

This is our third company together. We've spent years building infrastructure, and we started SenseLab because we found a problem we couldn't stop thinking about.

AI agents generate valuable knowledge every day, but almost none of it becomes shared across agents, teams, or workflows. We started SenseLab to change that.

Huge thanks to the entire a16z @speedrun team for believing in us. Excited for what's ahead.

If you're building AI agent solutions and you've run into challenges around shared knowledge between agents, I'd love to hear about it. DM me.

[SenseLab @SenseLabAI]

The Missing Layer in Your AI Coding Stack (And Why PR Review Tools Don’t Fill It)

https://t.co/qDlXWDqXQ5

#AIcoding #DevOps #SoftwareEngineering #EngineeringLeadership #Cursor #GitHubCopilot

[SenseLab @SenseLabAI]

@hayesdev_ The same applies to debugging: most time isn’t spent fixing, but rebuilding context.

That’s what we’re exploring with @SenseLabAI

[SenseLab @SenseLabAI]

Ever fixed an incident in minute, but spent the whole day figuring out why?

This post is for you. ⬇️

https://t.co/qIupQWc2HI

#SRE #PlatformEngineering #IncidentResponse

[SenseLab @SenseLabAI]

@PeladoNerd I loved the "brazos y ojo" definition, its exactly what we are! Thank you

[Pablo Fredrikson @PeladoNerd]

Un agente AI es como agregarle brazos y ojos a un LLM (🧠)

Actúa como un compañero autónomo que puede encargarse de tareas operativas por vos: investigar alertas, responder a incidentes o incluso ejecutar consultas contra tu infraestructura.

#ad

[SenseLab @SenseLabAI]

🚨 AI agents ≠ scripts.
Treat them like automation & you’ll get surprise bills, loose IAM, and chaos in prod.

Why agents need guardrails:
https://t.co/87AcwCvSoZ

#AIagents #CloudOps

[SenseLab @SenseLabAI]

AI agents are powerful, but without guardrails they can cause chaos, from deleting resources to exposing data.

In this demo we show how Raia + OPA enforce policies to block risky actions and secure your stack.
Don’t let agents run without control.
#OPA #CloudOps #Security

[SenseLab @SenseLabAI]

Fridays in S3 buckets & IAM rules? 😩
I let an AI agent do the SOC 2 sweep instead:

⚡ Scans IAM, S3, EC2, RDS
⚡ Flags issues → Jira/Slack
⚡ Auto-fixes the easy stuff

Want the template? Comment “SOC2 Template” 👇
#AWS #SOC2 #AIAgent

[SenseLab @SenseLabAI]

Running multiple AI agents? 🤖

Keep them in sync with 3 layers:
🔐 MCP = secure access
📋 ACP = clear plans
⚡ A2A = fast execution

Get this right → no IAM chaos, no runaway costs.
Which layer matters most for your team? 👀

#CloudOps #DevOps #AIAgents

[SenseLab @SenseLabAI]

Coffee might be the strongest SLA in Cloud Ops ☕
Cheap, reliable… but not exactly scalable.

That’s why we’re building Raia: AI agents that handle the boring stuff,
so your team doesn’t have to run on caffeine alone.

#CloudOps #DevOps #AIagents