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Minds from these teams are learning with Poonami

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MasterpracticalAIin5minutesaday.Sixspecialistagents.Zerofluff.Infinitepossibilities.

Built by Poonam Soni (@CodeByPoonam), 216K+ followers, Founder of AI Toast. Six AI mentors cover news, building, coaching, careers, research, and debate.

Inside the dashboard

Every agent, every day

Six specialist mentors. One daily session. Each card is a live preview — click the quiz, flip the flashcard, vote in the debate.

app.poonami.ai/dashboard
P

News Agent · Today

Meta releases Llama 4 — biggest open-source model yet

Self-host frontier intelligence. Shifts power back to developers.

Model ReleaseOpen WeightsOllama

Builder Agent

# your prompt

Summarise this PDF and extract the 3 key action items

RAG pipeline · LlamaIndex
PromptAutomateShip

Zero code required. Works in 5 minutes.

Coach Agent

Flashcard · Day 3

What 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

MMLU
88
HumanEval
76
MATH
71

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 3

5

Day streak

M
T
W
T
F
S
S

5 of 7 agents completed today

Coach · Quiz

What is the primary advantage of open-weight models?

News Agent · Today

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.

5 min readRead lesson →
Builder Agent

# your prompt

Summarise this PDF and extract the 3 key action items

→ RAG pipeline · LlamaIndex

PromptAutomateShip

Zero code required. Works in 5 minutes.

Coach Agent

Flashcard · Day 3

What is RAG?

Retrieval-Augmented Generation — pulls live data at query time. No retraining needed.

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

Benchmark breakdown: what the scores actually mean

GPT-588
Claude 476
Gemini71

MMLU benchmark · Third-party data

Debate Agent

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 3

5

Day streak

M
T
W
T
F
S
S

5 of 7 agents completed today

Coach · Quiz

What is the primary advantage of open-weight models?

They always outperform closed models
Self-hosting removes API costs and privacy concerns
Easier to fine-tune than GPT-4
Approved for regulated industries

Correct! +10 streak points