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Paulo Victor Leite Lima Gomes

A Brazilian Engineering Manager by profession, software engineer by passion

Pronouns

he/him

Work

Sr Eng Manager at Nubank

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the kubernetes api server is part of your network policy now

the kubernetes api server is part of your network policy now

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6 min read

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ai-era interviews should test evidence, not leetcode muscle memory

ai-era interviews should test evidence, not leetcode muscle memory

Comments
6 min read
choosing the right agent surface: Codex, Claude Code, Copilot, and when not to use an agent

choosing the right agent surface: Codex, Claude Code, Copilot, and when not to use an agent

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4 min read
review and verification: making agent code mergeable

review and verification: making agent code mergeable

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4 min read
subagents and specialized agents: parallelism without chaos

subagents and specialized agents: parallelism without chaos

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4 min read
instructions as code: AGENTS.md, CLAUDE.md, and copilot-instructions.md

instructions as code: AGENTS.md, CLAUDE.md, and copilot-instructions.md

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4 min read
the senior engineer's agent loop: context, plan, patch, proof

the senior engineer's agent loop: context, plan, patch, proof

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4 min read
how senior engineers should code with agents without becoming reviewers of chaos

how senior engineers should code with agents without becoming reviewers of chaos

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7 min read
why Mal may beat Revolut: the first AI-native bank is not just adding a chatbot

why Mal may beat Revolut: the first AI-native bank is not just adding a chatbot

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7 min read
ai bills of materials are cluster inventory now

ai bills of materials are cluster inventory now

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6 min read
your ai gateway is a cache scheduler now

your ai gateway is a cache scheduler now

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6 min read
coding benchmarks are becoming production dependencies

coding benchmarks are becoming production dependencies

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6 min read
agent kits are turning developer docs into executable guardrails

agent kits are turning developer docs into executable guardrails

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7 min read
copilot telemetry is turning ai coding into observability work

copilot telemetry is turning ai coding into observability work

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6 min read
github copilot is becoming an ai budget control plane

github copilot is becoming an ai budget control plane

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6 min read
incident response is becoming an agent review workflow

incident response is becoming an agent review workflow

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7 min read
copilot browser tools make the frontend reviewable

copilot browser tools make the frontend reviewable

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7 min read
the kubernetes dashboard died and the platform workbench took its place

the kubernetes dashboard died and the platform workbench took its place

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7 min read
kubernetes upgrades needed rollback more than another checklist

kubernetes upgrades needed rollback more than another checklist

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7 min read
local AI runtimes are part of your attack surface now

local AI runtimes are part of your attack surface now

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6 min read
the best books for the agent era are still systems books

the best books for the agent era are still systems books

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6 min read
Grey Literature why the tech world cannot ignore it anymore

Grey Literature why the tech world cannot ignore it anymore

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8 min read
the Kubernetes scheduler is becoming the AI capacity broker

the Kubernetes scheduler is becoming the AI capacity broker

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8 min read
frontier models are becoming cloud procurement

frontier models are becoming cloud procurement

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6 min read
Agentic incident response is where autonomy meets the pager

Agentic incident response is where autonomy meets the pager

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6 min read
agents need shared memory, not another context window

agents need shared memory, not another context window

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6 min read
AI code governance is the new code review bottleneck

AI code governance is the new code review bottleneck

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7 min read
plugin marketplaces are the new endpoint policy for coding agents

plugin marketplaces are the new endpoint policy for coding agents

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7 min read
VEX turns container scanning into queue discipline

VEX turns container scanning into queue discipline

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7 min read
Bring-your-own-model is a control plane problem

Bring-your-own-model is a control plane problem

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7 min read
agent sandboxes are the new enterprise desktop

agent sandboxes are the new enterprise desktop

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6 min read
container escape is becoming an agent workload

container escape is becoming an agent workload

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7 min read
AI credits are the new lines of code metric

AI credits are the new lines of code metric

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7 min read
your CI agent is reading more than your prompt

your CI agent is reading more than your prompt

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7 min read
AGENTS.md is becoming the new code review contract

AGENTS.md is becoming the new code review contract

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6 min read
web search for agents is an evidence boundary

web search for agents is an evidence boundary

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7 min read
aws finops agent makes cloud cost a runtime problem

aws finops agent makes cloud cost a runtime problem

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7 min read
agent evaluation is becoming the new test pyramid

agent evaluation is becoming the new test pyramid

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6 min read
hosted coding agents make observability a product feature

hosted coding agents make observability a product feature

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6 min read
agentic workflows are being domesticated by actions

agentic workflows are being domesticated by actions

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6 min read
GitHub Actions is becoming the agent runtime

GitHub Actions is becoming the agent runtime

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6 min read
prompts are becoming CI/CD configuration

prompts are becoming CI/CD configuration

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7 min read
coding agents made repositories the security boundary

coding agents made repositories the security boundary

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6 min read
agent platforms have migrations too

agent platforms have migrations too

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6 min read
permission prompts are not an agent security strategy

permission prompts are not an agent security strategy

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6 min read
enterprise context is becoming the new ai platform lock-in

enterprise context is becoming the new ai platform lock-in

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7 min read
codex on AWS makes agents a cloud workload

codex on AWS makes agents a cloud workload

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6 min read
the developer laptop is the first production environment for agents

the developer laptop is the first production environment for agents

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6 min read
agent canvases are the end of chat-only coding tools

agent canvases are the end of chat-only coding tools

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6 min read
Openclaw on the cloud, dos and don'ts

Openclaw on the cloud, dos and don'ts

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5 min read
copilot automations turn agents into scheduled infrastructure

copilot automations turn agents into scheduled infrastructure

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6 min read
AI code review is now a cloud workload

AI code review is now a cloud workload

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6 min read
some Kubernetes vulnerabilities do not have patches

some Kubernetes vulnerabilities do not have patches

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5 min read
kubernetes is admitting that a pod is not always the unit of work

kubernetes is admitting that a pod is not always the unit of work

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5 min read
even the CEOs are walking it back

even the CEOs are walking it back

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7 min read
postgres is all you need for durable execution

postgres is all you need for durable execution

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6 min read
open-source coding agents need maintainers, not just models

open-source coding agents need maintainers, not just models

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6 min read
kubernetes dra is making ai hardware an api contract

kubernetes dra is making ai hardware an api contract

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6 min read
Altman’s cheaper token paradox

Altman’s cheaper token paradox

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3 min read
copilot cloud agent is becoming an automation api

copilot cloud agent is becoming an automation api

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6 min read
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