Ingest: four steps from chatting to hands-off AI (guide No. 44)

README.md

@@ -3,7 +3,7 @@
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-  <img alt="Chart of the catalogue: 36 published guides as stars in five constellations, one per curriculum layer, generated from the guides' own frontmatter. One star per guide; larger stars are deeper guides." src=".github/assets/plate-light.svg">
+  <img alt="Chart of the catalogue: 37 published guides as stars in five constellations, one per curriculum layer, generated from the guides' own frontmatter. One star per guide; larger stars are deeper guides." src=".github/assets/plate-light.svg">
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@@ -12,13 +12,13 @@ CoreWise Academy is a free library of original guides on working with AI, publis
 ## The catalogue
 
 <!-- catalogue:catalogue -->
-36 guides, 244 minutes of reading, sorted into five layers, each guide at one of three depths (broad, practitioner, deep). 25 of them credit the videos and articles they started from, timestamps included; 11 are original field notes with no outside source.
+37 guides, 250 minutes of reading, sorted into five layers, each guide at one of three depths (broad, practitioner, deep). 26 of them credit the videos and articles they started from, timestamps included; 11 are original field notes with no outside source.
 
 | Layer | Constellation | Guides |
 |---|---|---:|
 | I · Foundations | THE LENS | 3 |
 | II · Prompting & Context | THE LOOM | 7 |
-| III · Agents & Automation | THE COURIER | 18 |
+| III · Agents & Automation | THE COURIER | 19 |
 | IV · Building with AI | THE FORGE | 3 |
 | V · Practice | THE METRONOME | 5 |
 <!-- /catalogue:catalogue -->

content/sources.md

@@ -45,5 +45,7 @@ why it qualified.
 
 | 2026-08 | Greg Isenberg | [The top 10 secrets to running 34 AI Agent Workforce](https://www.youtube.com/watch?v=EzQAgnjTq2k) | Conversation with Allie K. Miller on running her 34-agent workforce, ingested for the operating principles under the anecdotes: the four requirements before an agent can propose its own work (written goals with quarterly reviews, a daily dictated context note, tools with permission, trigger sense), the risk-tier-constant-width-expands boundary, the four-stage ramp (one agent, one proactive agent, two cooperating, workforce), and the roles no human org would fund (the 10x pusher, the friction observer, single-stream watchdogs reporting anomaly plus action). The startup-opportunity and SaaS-apocalypse segments restate or fall outside the curriculum and were not ingested. Auto-generated captions (her name appears as "Alli", the Slack channel as "Loop Alley"), so names were verified against channel metadata and her site, and quotes were kept short. The Brex sponsor segment was not ingested. |
 
+| 2026-08 | Austin Marchese | [Boris Cherny's 4 Step Playbook to 10x Your AI Productivity](https://www.youtube.com/watch?v=clDlAmHsiKw) | Non-engineer translation of Boris Cherny's "Steps of AI Adoption" (published July 2026); the durable lesson is the map itself: four steps each defined by a named bottleneck, with the bottleneck doubling as the diagnosis of where you are. The two-question copy-paste test, the contractor story against "faster if I do it myself", and the 80-percent rule for automation candidates earned the guide; the individual tactics (verification loops, skills from finished work, routines, minimum viable model, iteration caps) restate existing guides and were cross-linked, not re-ingested. Auto-generated captions, so Cherny's quoted lines were checked against secondary write-ups of his post (the original is a Claude artifact page that could not be fetched directly). The Ask Your Work sponsor segment, the giveaway, and the buildpartner.ai plugin promos were not ingested. |
+
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