Wagner

JAVA EE developers

[StatusIsDown @status_is_down]

Google Gemini is reportedly down for hundreds of users right now. Are you one of them? #GeminiAppDown #GeminiDown https://t.co/9kx8IWUYRx

[Claude @claudeai]

Introducing Claude Opus 4.8: it builds on Opus 4.7 with sharper judgment, more honesty about its own progress, and the ability to work independently for longer than its predecessors.

Available today at the same price.

[Claude @claudeai]

Introducing Claude Opus 4.7, our most capable Opus model yet.

It handles long-running tasks with more rigor, follows instructions more precisely, and verifies its own outputs before reporting back.

You can hand off your hardest work with less supervision.

[Papa León XIV @Pontifex_es]

¡Cristo ha resucitado de entre los muertos y, con Él, también nosotros resucitamos a una vida nueva! Este anuncio pascual abraza el misterio de nuestra vida y el destino de la historia, y nos alcanza hasta en los abismos de la muerte. #Pascua

[Leonard Rodman @RodmanAi]

🚨Breaking: An Anthropic engineer (
@trq212
) just broke down how they actually use skills inside Claude Code — and it’s a completely different mindset.

Here’s the real system 👇

Skills are NOT text files.

They are modular systems the agent can explore and execute.

Each skill can include:

reference knowledge (APIs, libraries)

executable scripts

datasets & queries

workflows & automation

→ The agent doesn’t just read… it uses them

The best teams don’t create random skills.

They design them into clear categories:

• Knowledge skills → teach APIs, CLIs, systems
• Verification skills → test flows, assert correctness
• Data skills → fetch, analyze, compare signals
• Automation skills → run repeatable workflows
• Scaffolding → generate structured code
• Review systems → enforce quality & standards
• CI/CD → deploy, monitor, rollback
• Runbooks → debug real production issues
• Infra ops → manage systems safely

→ Each skill has a single responsibility

The biggest unlock is verification

Most people stop at generation.
Top teams build systems that:

simulate real usage

run assertions

check logs & outputs

→ This is what makes agents reliable

Great skills are not static.

They evolve.

They capture:

edge cases

failures

“gotchas”

→ Every mistake becomes part of the system

Another thing most people miss:

Skills are folders, not files.

This allows:

progressive disclosure

structured context

better reasoning

→ The filesystem becomes part of the agent’s brain

And the biggest mistake?

Trying to control everything.

Rigid prompts.
Micromanagement.
Over-constraints.

Instead:

provide structure

give high-signal context

allow flexibility

→ Let the agent adapt to the problem

The best teams treat skills like internal products:

Reusable.
Composable.
Shareable across the org.

That’s how you scale agents.

Not with better prompts.

But with better systems.

Save this. This is how AI actually gets useful.

[Nainsi Dwivedi @NainsiDwiv50980]

Most developers treat Claude Code like a smarter autocomplete.

That's the wrong mental model.

It's actually a 4-layer engineering system:

1️⃣ CLAUDE.md → persistent project memory
Architecture, rules, team conventions

2️⃣ Skills → auto-invoked knowledge packs
Testing patterns, code review, deploy workflows

3️⃣ Hooks → deterministic guardrails
Security checks, formatting, automation

4️⃣ Agents → specialized sub-agents
Break complex tasks into parallel workflows

Once these are configured properly:

Claude stops behaving like a chatbot.
It starts behaving like a senior engineer on your team.

Most people never reach this level because they skip the setup.

The gap between average AI output and production-level results isn't the model.

It's the infrastructure around it.

Here’s the full breakdown on exactly how to build this 👇

[SpaceX @SpaceX]

Mechazilla has caught the Super Heavy booster!

[Wagner @WPorras]

@realpate8 Pobreza, mínimo mental

[Wagner @WPorras]

#soloencr

[Tour de France™ @LeTour]

🔃 RT if you think 🇨🇷@Andrey_Amador is the most combative rider of the 2nd week of the #TDF2023.

🔃 RT si tu penses que 🇨🇷@Andrey_Amador le coureur le plus combatif de la 2ème semaine du #TDF2023.

[Wagner @WPorras]

@delfinocrc Porque será que no sorprende 🤦‍♂️

[lajornada.cr @lajornadacrc]

Solo dos ciclistas del Team Servetto siguen compitiendo en el Giro de Italia 2022 (carrera por etapas más exigente del mundo) y una de ellas es la costarricense Milagro Mena. Pese a sufrir varias caídas, la ciclista nacional continúa luchando. 🚴🏻‍♀️

¡Está haciendo historia! 🇨🇷

[Anonymous @YourAnonOne]

The Russian Government website is down. #Anonymous #Ukraine

[lajornada.cr @lajornadacrc]

ÚLTIMA HORA: la Fórmula 1 decidió cancelar el Gran Premio de Rusia que se iba a realizar en septiembre. Toman esta decisión porque reprochan la invasión militar que se está ejecutando en Ucrania. 🏎️❌🇷🇺

https://t.co/9IZGjOapYU

[Wagner @WPorras]

@anthonydjames @thaslett hey @FabioBermudez nos is the time to get the AWS certification

[Leonardo Garnier @leogarnier]

Me pareció particularmente útil esta clasificación de actividades por nivel de riesgo COVID de la Texas Medical Association

[Delfino.CR @delfinocrc]

Este ha sido el comportamiento de los casos activos por cantón en Costa Rica. El conteo inicia desde el momento en que el Gobierno empezó a detallar los casos confirmados, recuperados y fallecidos por cantón.

[Wagner @WPorras]

@mac_shatta Que finos