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News Agent · Today
Meta releases Llama 4 — biggest open-source model yet
Self-host frontier intelligence. Shifts power back to developers.
Builder Agent
# your prompt
Summarise this PDF and extract the 3 key action items
Zero code required. Works in 5 minutes.
Coach Agent
Flashcard · Day 3What is RAG?
Tap to reveal answer
5 day streak · 90% retention rate
Career Agent
How to land an AI role without an ML degree
- ✓Ship 3 AI projects publicly
- ✓Document your workflows
- Rewrite your LinkedIn summary
Today's action
Write your AI professional summary →
Research Agent
What the benchmarks actually say
No benchmark captures real-world usefulness.
Debate Agent
AI will take your job — and that might be fine
Form your own view. Both sides, every time.
Your Progress
Week 35
Day streak
5 of 7 agents completed today
Coach · Quiz
What is the primary advantage of open-weight models?
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Meta releases Llama 4 — biggest open-source model yet
Signal
Open weights shift power back to developers. Self-host frontier intelligence with zero API costs.
# your prompt
Summarise this PDF and extract the 3 key action items
→ RAG pipeline · LlamaIndex
Zero code required. Works in 5 minutes.
Flashcard · Day 3
What is RAG?
Retrieval-Augmented Generation — pulls live data at query time. No retraining needed.
5 day streak · 90% retention rate
How to land an AI role without an ML degree
Ship 3 AI projects publicly
Document your workflows
Rewrite your LinkedIn summary
Today's action
Write your AI professional summary →
Benchmark breakdown: what the scores actually mean
MMLU benchmark · Third-party data
AI will take your job — and that might be fine
For
Technology always creates new jobs. History proves it.
Against
Not for the same people, or in the same timeframe.
Form your own view. Both sides, every time.
Your progress
Week 35
Day streak
5 of 7 agents completed today
What is the primary advantage of open-weight models?
Correct! +10 streak points