Important new course: Agent Skills with Anthropic, built with @AnthropicAI and taught by @eschoppik!
Skills are constructed as folders of instructions that equip agents with on-demand knowledge and workflows. This short course teaches you how to create them following best practices. Because skills follow an open standard format, you can build them once and deploy across any skills-compatible agent, like Claude Code.
What you'll learn:
- Create custom skills for code generation and review, data analysis, and research
- Build complex workflows using Anthropic's pre-built skills (Excel, PowerPoint, skill creation) and custom skills
- Combine skills with MCP and subagents to create agentic systems with specialized knowledge
- Deploy the same skills across https://t.co/Ru4OXv4saV, Claude Code, the Claude API, and the Claude Agent SDK
Join and learn to equip agents with the specialized knowledge they need for reliable, repeatable workflows.
https://t.co/3hq83c3q0U
If you are struggling to keep up with the fast moving AI industry,
here is the shortest roadmap that does the bare minimum in 2 weeks and actually works.
No hype. No rabbit holes. Just enough to stop feeling lost.
Week 1. Build the mental map
Day 1. What AI actually is today
AI today = Large Language Models + tools around them.
Understand what an LLM is and why transformers matter.
https://t.co/lehoO8UMm3
https://t.co/1qyNoW2X8Q
Day 2. How models are trained
Only learn the pipeline.
Data → pretraining → fine tuning → inference.
Ignore math. Focus on cost and scale.
https://t.co/WfHSwrS9xT
Day 3. The big model families
Know who builds what and why people choose them.
GPT, Claude, Gemini, LLaMA, Mistral.
https://t.co/EZKBifZB9d
Day 4. Prompting that actually matters
Forget fancy prompts. Learn only this.
Context. Constraints. Examples.
https://t.co/mno8aO5iax
Day 5. Tools and agents
Understand function calling and agent loops.
Most agents are just prompts plus retries.
https://t.co/zvvUiCcW4S
https://t.co/iVpOVf8Dli
⸻
Week 2. Become practically dangerous
Day 6. APIs at a high level
Know what an API call looks like, what tokens cost, and why latency matters.
https://t.co/zikyBUahpk
https://t.co/Z0r1W5rkiT
Day 7. Retrieval Augmented Generation
LLMs + your data ≠ training.
Understand embeddings and vector search.
https://t.co/myoirwfe65
Day 8. Local vs hosted models
Learn when people say run locally, on device, or edge AI.
https://t.co/sYdzVTyir2
Day 9. What breaks in production
This is where real engineers live.
Hallucinations, cost explosions, latency spikes.
https://t.co/LSK8dz0kiM
Day 10. The AI product layer
AI features are not AI products.
Most startups die here.
https://t.co/WyJ9l2uKg7
Day 11. Job impact
Ignore doomsday takes. Look at workflow changes.
https://t.co/jywxWOsgv6
Day 12. Read one serious blog
Pick one and go deep.
https://t.co/CXwl5e6osg
https://t.co/AphoXogFoU
https://t.co/nKp8wPpo6q
Day 13. Build one tiny thing
A prompt workflow, internal tool, or small automation.
Building collapses confusion.
https://t.co/djTOOPYCkY
Day 14. Synthesize
Write one page.
What AI does well.
What it fails at.
Where cost and latency show up.
Where you personally can use it.
⸻
You do not need to chase every model release.
You need a stable mental model and light hands on exposure.
Two weeks of this puts you ahead of most people posting about AI.
Save this. Bookmark it. Come back to it.
@MoureDev El tema es si vamos como parece a un mundo donde aprender una nueva librería de Python no sea necesario para el 99,99% de la gente que "hace" software. Igual que ahora no necesitan conocer ensamblador.
From LA to New York, the model continuously impresses me. This time utilizing an Image To World, the consistency in aesthetics from the input image is remarkable.
MCP: The USB-C Port for AI 🔌🚀
Securely connect any model (Claude, GPT-4…) to your data, tools & databases.
Tools • Resources • Prompt Templates + interactive apps.
The universal standard AI needed! #MCP#AI
@AiwithYasir@verdent_ai@AIFrontliner Antigravity does this too — and it's free.
Not clear what paid Verdent offers that Antigravity doesn't already do for $0.
@verdent_ai What's the paid edge?
Clawd gets the hype 😏 but NotebookLM is the most useful AI tool right now 🔥
Zero hallucinations 50 sources / millions of words Docs → podcasts, guides, slides, infographics instantly
The quiet king 🧠✨
You on it? 👇
#NotebookLM#AI#Productivity
"People tend to think of themselves as good and moral, not taking into account that there could be an opposite view of what is moral."
— George Lakoff, Moral Politics