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Zeitgeist — a spike by Chris Gathercole
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Vibe Coding Approaches

What We’re Tracking #

The evolving landscape of AI-assisted “vibe coding” — techniques, tools, frameworks, and methodology. Includes IDE-based tools (Cursor, Windsurf, Copilot), agent frameworks (LangGraph, CrewAI, AutoGen), and emerging practices like spec coding, multi-agent orchestration, and prompt-driven development. Focus on genuine technique over tool roundups and marketing content.

Config: journals/topics/config/vibe-coding.yaml

How this journal works #

Gathered every 3 days: a web search on this topic (9 search terms, plus watched authors (andrej karpathy, gergely orosz)) skips links already in the journal and writes one dated entry of what’s new, with links to related topics. Preferred sources: news.ycombinator.com, newsletter.pragmaticengineer.com, arxiv.org, github.com, developers.redhat.com, augmentcode.com.

Entries

Strategy Changelog #

DateChangeReason
2026-03-29Initial strategy createdFirst journal run
2026-03-29Added keywords: methodology/patterns focus, prompt-driven developmentGemini review: technique over tool roundups
2026-04-25Added keywords: Coordinator/Verifier Agent pattern, agentic governanceThree-role agent architecture emerging as formal multi-agent governance standard
2026-04-25Added preferred sources: developers.redhat.com, augmentcode.comRed Hat carries enterprise validation weight; Augment Code produces substantive methodology comparisons