Diego Pacheco
@diegopacheco.bsky.social
Brazilian software architect, SWE(Java, Scala, Go, Rust), SOA, author, blogger, writer, and speaker. Working with EKS/k8s. Opinions on my own!
Pinned
My 5th book is out: The Art of Sense: A Philosophy of Modern AI. #AI #Engineering #Sense #GenAI #LLM
diegopacheco.github.io/The-Art-of-S...
diegopacheco.github.io/The-Art-of-S...
Spec-Driven Development: The Waterfall Strikes Back
marmelab.com/blog/2025/11...
marmelab.com/blog/2025/11...
Spec-Driven Development: The Waterfall Strikes Back
Kiro, Spec-kit, Bmad, Tessl, and other SDD frameworks turn business analysts into Markdown reviewers. Isn't there a more agile way to use Coding Agents?
marmelab.com
November 15, 2025 at 8:17 AM
Spec-Driven Development: The Waterfall Strikes Back
marmelab.com/blog/2025/11...
marmelab.com/blog/2025/11...
Code execution with MCP: Building more efficient agents
www.anthropic.com/engineering/...
www.anthropic.com/engineering/...
Code execution with MCP: building more efficient AI agents
Learn how code execution with the Model Context Protocol enables agents to handle more tools while using fewer tokens, reducing context overhead by up to 98.7%.
www.anthropic.com
November 15, 2025 at 7:21 AM
Code execution with MCP: Building more efficient agents
www.anthropic.com/engineering/...
www.anthropic.com/engineering/...
MCP Is Broken and Anthropic Just Admitted It
medium.com/@cdcore/mcp-...
medium.com/@cdcore/mcp-...
MCP Is Broken and Anthropic Just Admitted It
Let’s be honest. MCP works beautifully in demos and breaks the moment you try to scale it.
medium.com
November 15, 2025 at 6:51 AM
MCP Is Broken and Anthropic Just Admitted It
medium.com/@cdcore/mcp-...
medium.com/@cdcore/mcp-...
Race Condition in Aurora RDS
hightouch.com/blog/uncover...
hightouch.com/blog/uncover...
How we Uncovered a Race Condition in Aurora RDS
See how we diagnosed and confirmed an AWS Aurora RDS race condition impacting failovers.
hightouch.com
November 15, 2025 at 5:57 AM
Race Condition in Aurora RDS
hightouch.com/blog/uncover...
hightouch.com/blog/uncover...
tiny-diffusion: A character-level language diffusion model trained on Tiny Shakespeare
github.com/nathan-barry...
github.com/nathan-barry...
GitHub - nathan-barry/tiny-diffusion: A character-level language diffusion model trained on Tiny Shakespeare
A character-level language diffusion model trained on Tiny Shakespeare - nathan-barry/tiny-diffusion
github.com
November 15, 2025 at 5:50 AM
tiny-diffusion: A character-level language diffusion model trained on Tiny Shakespeare
github.com/nathan-barry...
github.com/nathan-barry...
Winamp clone in swift
github.com/mgreenwood10...
github.com/mgreenwood10...
GitHub - mgreenwood1001/winamp: Winamp clone in swift for OS/X
Winamp clone in swift for OS/X. Contribute to mgreenwood1001/winamp development by creating an account on GitHub.
github.com
November 15, 2025 at 5:47 AM
Winamp clone in swift
github.com/mgreenwood10...
github.com/mgreenwood10...
Mozilla: SSL Configuration Generator
ssl-config.mozilla.org
ssl-config.mozilla.org
November 15, 2025 at 5:35 AM
Mozilla: SSL Configuration Generator
ssl-config.mozilla.org
ssl-config.mozilla.org
Structured outputs on the Claude Developer Platform
www.claude.com/blog/structu...
www.claude.com/blog/structu...
Structured outputs on the Claude Developer Platform | Claude
Structured outputs on the Claude Developer Platform guarantee API responses match your JSON schemas and tool definitions. Now in public beta for Sonnet 4.5 and Opus 4.1, this feature eliminates parsin...
www.claude.com
November 14, 2025 at 11:45 PM
Structured outputs on the Claude Developer Platform
www.claude.com/blog/structu...
www.claude.com/blog/structu...
Disrupting the first reported AI-orchestrated cyber espionage campaign
www.anthropic.com/news/disrupt...
www.anthropic.com/news/disrupt...
Disrupting the first reported AI-orchestrated cyber espionage campaign
A report describing an a highly sophisticated AI-led cyberattack
www.anthropic.com
November 14, 2025 at 8:03 AM
Disrupting the first reported AI-orchestrated cyber espionage campaign
www.anthropic.com/news/disrupt...
www.anthropic.com/news/disrupt...
SIMA 2: An Agent that Plays, Reasons, and Learns With You in Virtual 3D Worlds
deepmind.google/blog/sima-2-...
deepmind.google/blog/sima-2-...
SIMA 2: A Gemini-Powered AI Agent for 3D Virtual Worlds
Introducing SIMA 2, the next milestone in our research creating general and helpful AI agents. By integrating the advanced capabilities of our Gemini models, SIMA is evolving from an instruction-foll…
deepmind.google
November 14, 2025 at 7:56 AM
SIMA 2: An Agent that Plays, Reasons, and Learns With You in Virtual 3D Worlds
deepmind.google/blog/sima-2-...
deepmind.google/blog/sima-2-...
GPT-5.1 for developers
openai.com/index/gpt-5-...
openai.com/index/gpt-5-...
Introducing GPT-5.1 for developers
GPT-5.1 is now available in the API, bringing faster adaptive reasoning, extended prompt caching, improved coding performance, and new apply_patch and shell tools.
openai.com
November 14, 2025 at 4:33 AM
GPT-5.1 for developers
openai.com/index/gpt-5-...
openai.com/index/gpt-5-...
Ingress NGINX Retirement: What You Need to Know
www.kubernetes.dev/blog/2025/11...
www.kubernetes.dev/blog/2025/11...
November 14, 2025 at 4:33 AM
Ingress NGINX Retirement: What You Need to Know
www.kubernetes.dev/blog/2025/11...
www.kubernetes.dev/blog/2025/11...
JEP 516: Ahead-of-Time Object Caching with Any GC
openjdk.org/jeps/516
openjdk.org/jeps/516
November 14, 2025 at 4:28 AM
JEP 516: Ahead-of-Time Object Caching with Any GC
openjdk.org/jeps/516
openjdk.org/jeps/516
Spring Framework 7.0 General Availability
spring.io/blog/2025/11...
spring.io/blog/2025/11...
Spring Framework 7.0 General Availability
Level up your Java code and explore what Spring can do for you.
spring.io
November 14, 2025 at 2:47 AM
Spring Framework 7.0 General Availability
spring.io/blog/2025/11...
spring.io/blog/2025/11...
Spec Driven Development (SDD) -> Sucks!
November 13, 2025 at 9:11 AM
Spec Driven Development (SDD) -> Sucks!
Kubernetes Is Your Private Cloud: Own Your Stack, Own Your Future
oneuptime.com/blog/post/20...
oneuptime.com/blog/post/20...
Kubernetes Is Your Private Cloud: Own Your Stack, Own Your Future
Kubernetes lets you run every "cloud" service on hardware you control. From compute and storage to databases and AI workloads, you can ship faster, spend less, and own your destiny by treating Kuberne...
oneuptime.com
November 13, 2025 at 7:23 AM
Kubernetes Is Your Private Cloud: Own Your Stack, Own Your Future
oneuptime.com/blog/post/20...
oneuptime.com/blog/post/20...
Transpiler, a meaningless word
people.csail.mit.edu/rachit/post/...
people.csail.mit.edu/rachit/post/...
November 13, 2025 at 7:10 AM
Transpiler, a meaningless word
people.csail.mit.edu/rachit/post/...
people.csail.mit.edu/rachit/post/...
Steam Machine
store.steampowered.com/sale/steamma...
store.steampowered.com/sale/steamma...
Steam Machine
Your games on the big screen
store.steampowered.com
November 13, 2025 at 6:58 AM
Steam Machine
store.steampowered.com/sale/steamma...
store.steampowered.com/sale/steamma...
How we built OWL, the new architecture behind our ChatGPT-based browser, Atlas
openai.com/index/buildi...
openai.com/index/buildi...
How we built OWL, the new architecture behind our ChatGPT-based browser, Atlas
Inside our new process architecture, which gives you a faster, smarter way to use the web.
openai.com
November 13, 2025 at 6:46 AM
How we built OWL, the new architecture behind our ChatGPT-based browser, Atlas
openai.com/index/buildi...
openai.com/index/buildi...
Helm v4
github.com/helm/helm/re...
github.com/helm/helm/re...
Release Helm v4.0.0 · helm/helm
The Helm Team is proud to announce the first stable release of Helm 4.
New Features
Helm 4 has numerous new features, but a few deserve highlighting here:
Redesigned plugin system that supports We...
github.com
November 13, 2025 at 6:42 AM
Helm v4
github.com/helm/helm/re...
github.com/helm/helm/re...
Null-Safe applications with Spring Boot 4
spring.io/blog/2025/11...
spring.io/blog/2025/11...
Null-Safe applications with Spring Boot 4
Level up your Java code and explore what Spring can do for you.
spring.io
November 13, 2025 at 6:25 AM
Null-Safe applications with Spring Boot 4
spring.io/blog/2025/11...
spring.io/blog/2025/11...
GPT-5.1: A smarter, more conversational ChatGPT
openai.com/index/gpt-5-1/
openai.com/index/gpt-5-1/
GPT-5.1: A smarter, more conversational ChatGPT
We’re upgrading GPT-5 while making it easier to customize ChatGPT. Starting to roll out today to everyone, beginning with paid users.
openai.com
November 13, 2025 at 6:23 AM
GPT-5.1: A smarter, more conversational ChatGPT
openai.com/index/gpt-5-1/
openai.com/index/gpt-5-1/
What the Books Get Wrong about AI [Double Descent]
www.youtube.com/watch?v=z64a...
www.youtube.com/watch?v=z64a...
What the Books Get Wrong about AI [Double Descent]
YouTube video by Welch Labs
www.youtube.com
November 12, 2025 at 7:26 AM
What the Books Get Wrong about AI [Double Descent]
www.youtube.com/watch?v=z64a...
www.youtube.com/watch?v=z64a...
Data Formulator: Turn (almost) any data into insights with AI agents, with the exploration paths you choose.
data-formulator.ai
data-formulator.ai
November 12, 2025 at 2:36 AM
Data Formulator: Turn (almost) any data into insights with AI agents, with the exploration paths you choose.
data-formulator.ai
data-formulator.ai
Spring Boot 4 & Spring Framework 7 – What’s New
www.baeldung.com/spring-boot-...
www.baeldung.com/spring-boot-...
Spring Boot 4 & Spring Framework 7 – What’s New | Baeldung
Discover what's new on Spring Boot and Spring Framework.
www.baeldung.com
November 12, 2025 at 2:33 AM
Spring Boot 4 & Spring Framework 7 – What’s New
www.baeldung.com/spring-boot-...
www.baeldung.com/spring-boot-...