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Zeitgeist — a spike by Chris Gathercole

Daily tracking of emerging themes across AI, labour, IP, open ecosystems, and vibe coding.

Topics

Column A — what we're watching and why.

The societal impact of AI — employment displacement, regulatory moves, public sentiment, the doom/acceleration debate, and institutional responses. The goal is …

Concrete, real-world applications of AI coding in organisations — legacy system modernisation, citizen developer programmes, non-technical users building apps, …

Tools, plugins, and applications that integrate Claude (via the API or SDK) into domain-specific software: design tools, productivity apps, developer tooling, …

Learnings, tips, behavioural approaches, and usage patterns for Claude Code (the CLI tool), Claude API, CLAUDE.md authoring, agent workflows, hooks, skills, and …

The legal and ethical battles over AI training data — copyright infringement lawsuits, fair use debates, opt-out mechanisms, synthetic data as an alternative, …

The evolving conflict and interplay between open-source AI models (LLaMA, Mistral, DeepSeek, Qwen) and closed-source models (Anthropic, OpenAI, Google). Covers …

How teams and organisations adopt Claude collectively — shared CLAUDE.md conventions, hooks and skills at team scale, enterprise deployment patterns, …

The evolving landscape of AI-assisted “vibe coding” — techniques, tools, frameworks, and methodology. Includes IDE-based tools (Cursor, Windsurf, …

Signals

Column B — analytical passes over Column A material.

5 What Ifs 2026-06-26

Forward-chain hypothesising from observations in topic journals — mundane or extraordinary. For each observation, build a chain of 5 “what if” steps …

Causal Chains 2026-06-26

Cross-journal causal relationships — where a development tracked in one topic journal is the direct or structural cause of an observation in another. …

Concrete instances of disruption, surprise, or anomaly extracted from topic journals — collected without explanation. Periodic synthesis passes ask: what …