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AI and Workflows
AI tools, prompting, workflow automation, agent setup, and productivity systems.
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Structured learning paths currently published in this category.
Automating Content Moderation With an AI Classification Step
Build an AI classification pipeline that flags submitted content for human review, reducing moderator workload without removing human overs…
By
Tai
Mentor
Intermediate
83 views
28 min
Building Semantic Search That Understands Intent Not Just Keywords
Combine vector similarity search with keyword filtering to build a search experience that finds relevant results even when exact words do n…
By
Tai
Mentor
Intermediate
82 views
32 min
Evaluating AI Output Quality With a Scoring Pipeline
Build a lightweight evaluation loop that scores AI responses against a golden dataset so you can detect regressions before users notice the…
By
Tai
Mentor
Intermediate
86 views
30 min
How to Implement a Per-User AI Token Budget to Control Costs
Track monthly token usage per user in your database and enforce soft and hard limits so your AI feature scales without runaway API costs.
By
Tai
Mentor
Intermediate
84 views
28 min
How to Use Function Calling to Make AI Return Structured JSON Reliably
Use the OpenAI or Claude tools parameter to guarantee structured JSON output so you can parse AI responses in code without fragile string m…
By
Tai
Mentor
Intermediate
80 views
25 min
How to Handle OpenAI Rate Limits and Timeouts Gracefully in Production
Implement exponential backoff, per-task retry logic, and user-facing error states so your AI features degrade gracefully instead of silentl…
By
Tai
Mentor
Intermediate
79 views
25 min