The Captain Strategy: Stop using AI to become the boss you hate
The Captain Strategy: Stop using AI to become the boss you hate.Micromanaging an AI assistant is nobody's idea of a dream job. Real AI productivity starts when you stop chatting and start building functions.Michael CarrollJul 26, 2026ShareThis is the first of a two-part series on the Captain Strategy — a better way to work with AI agents. This post covers the paradigm shift: from assistants to functions.
- ▪The Captain Strategy: Stop using AI to become the boss you hate.Micromanaging an AI assistant is nobody's idea of a dream job.
- ▪Real AI productivity starts when you stop chatting and start building functions.Michael CarrollJul 26, 2026ShareThis is the first of a two-part series on the Captain Strategy — a better way to work with AI agents.
- ▪This post covers the paradigm shift: from assistants to functions.
Hacker News (AI / LLM) files mainly under ai. We currently carry 2,501 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Substack |
| Canonical URL | https://everythingengineer.substack.com/p/the-captain-strategy-stop-chatting-and-use-ai-functions |
| Publication time | Mon, 27 Jul 2026 20:02:11 +0000 |
| Retrieval time | 2026-07-27T20:18:59.062Z |
| Last seen | 2026-07-27T20:18:59.062Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | DDcLwVxy9cEb · 1 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
The Captain Strategy: Stop using AI to become the boss you hate.Micromanaging an AI assistant is nobody's idea of a dream job. Real AI productivity starts when you stop chatting and start building functions.Michael CarrollJul 26, 2026ShareThis is the first of a two-part series on the Captain Strategy — a better way to work with AI agents. This post covers the paradigm shift: from assistants to functions. Part 2 covers how to run those functions from the captain’s chair.But first: AI News & Tidbits around the webRubyConf Dispatch: Coolhand Labs & the Ruby AI ecosystemRuby Central selected Coolhand Labs as one of the top new startups in the Ruby ecosystem and gave us main-stage time at RubyConf.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Substack.
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