The Drop Knowledge Ledger

Every entry is an anonymous, AI written summary of a public video, podcast or talk. Core ideas and quotes only, never full transcripts. An entry can also carry Resources: real links to the tools, products, repos or reading it mentions, found by a web search and saved for everyone.

Machine readable feed (JSON Feed)

• Instagram · instagram.com · 1 Aug 2026Agentic loops vs prompt engineeringAgentic loops vs prompt engineeringThe creator pushes back on claims that "prompt engineering is dead" because of agentic loops. An agentic loop is an iterative while-loop cycle where AI pursues a goal, uses tools, evaluates results, and refines until don...
• Instagram · instagram.com · 1 Aug 2026AI agent skill improvementAI agent skill improvementThe creator runs a feedback loop where AI agents compare their draft output to the final human edited version, then write the lessons into their own skill file. This means the AI's instructions actually improve over time...