01Build
Builders ship practice
People who've already walked the path leave behind the methods, the dead ends, the patterns worth reusing — not tutorials, but real practice with context.
AskDAO
Where usersbecome builders
A community for AI Practice
AI builders share what works. The people who use it become builders.
AskDAO is a flywheel.
02Use
Users solve problems
Not searching docs. Not asking a generic LLM again. You pull down a practice someone has actually validated, and apply it to the problem in front of you.
03Learn
Growth happens in the using
Every adapt, fork, failure and fix is a concrete lesson. The community records the path so the next person doesn't repeat your detour.
04Pass on
Become the next builder
When your edit starts getting cited — you've crossed from user to builder. The flywheel closes here, and starts again.
In motion now
Practices already turning
Not a leaderboard. Just a slice of what people are using, forking, and passing on this week.
This week
M
Mei · indie builder
12 practices contributed · 184 citations
"AskDAO let me turn scattered workflows into something other people could cite. Now I read their forks too."
1,240
Subscribers
318
Cites this week
Practices left behind
Multi-agent orchestration with Claude CodeForked 38×
Local RAG debugging notebook14 citations last week
Minimal prompt-eval kitIn the community starter pack
Builder · @karpaths_fan
Multi-agent long-task orchestration
Split, hand off, let the lead agent decide when to loop back
Research → draft → proof split across three agents, with the lead agent deciding when to send work back. Validated on 12 real tasks.
38 forks · 412 used
Builder · @mei_dev
Where local RAG actually breaks
Why your RAG looks great in demo, ugly in prod
It's the chunking, not the model. Three weeks of tuning gave me a stable config for long Chinese docs, plus the eval script.
22 forks · 287 used
Builder · @ops_first
Seven failure modes for shipped agents
Six months of ops notes
Hallucination is one mode of seven. Tool-call drift, context truncation, loops, over-confidence — each with a recognizer and a fallback.
17 forks · 196 used
Builder · @lillian_p
Smallest possible prompt → eval loop
An eval cadence one person can sustain
10 examples → 3 versions → look at the disagreements → revise. No platform, no team — just start the loop.
14 forks · 152 used
Users become builders.
Start by using something someone else already validated. Come back when you have something of your own to leave behind.