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WebinarNotes/wiki/overview.md

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Overview

#overview

Top-level synthesis and navigation for this vault. See index for the full content catalog.

Purpose

A high-signal personal knowledge base. raw/ holds immutable source materials; wiki/ holds LLM-authored, continuously maintained pages. The current corpus is webinar-prep material on how AI is reshaping software engineering, likely authored by eugene (Status: tentative).

The through-line

Across nine sources — three talks/videos (two of them Theo's), five interviews, and a business-facing short — one spine recurs:

As the cost of writing code goes to zero, value migrates from producing software to directing and verifying it — and the durable human assets become judgment, ownership, taste, and in-person relationships.

Everything else hangs off that:

See ai-agent-evolution for how the capability curve got here.

Where sources agree vs diverge

  • Agree: code is cheap/disposable; harnesses are the unit of work; skills-as-memory (Konstantin ↔ Allie ↔ Eugene); human relationships rise in value (Sebastian ↔ Allie ↔ Eugene, who lands there independently in the Yulia interview); solve-first-then-skillify (Eugene ↔ Konstantin's heuristics); context is the constraint. The 2026-07-22-ai-is-stupid independently compresses the machine-side spine into a business one-liner: model + context + harness = employee-level answer.
  • Diverge: personal vs company-managed harness (eugene vs sebastian); online vs in-person networking (same pair); OSS as marketing vs OSS growth; built-in agent memory as anti-feature (Eugene) vs persistent context docs used without complaint (Allie); tight specs (leave-less-room-for-imagination) vs wide latitude (think-wider-not-bigger); agent diff-summaries as sufficient review (Theo/Dax) vs invisible drift as the core danger (Eugene). These live under "Contradictions" on the relevant pages.

Navigation

Open Questions (vault-level)

  • How does an individual build a professional network from a standing start? (Cross-source; the emotional center of the Sebastian interview.) — Tentative protocol drafted at network-from-a-standing-start; validation instrument at 2026-07-14-network-from-standing-start.
  • Reusable templates for Allie's 3 foundation docs — a concrete webinar deliverable?
  • Should "Ideas for webinar", "HR Contacts", "Webinar Plan" and "Webinar script" be ingested next to connect the corpus to the actual webinar deliverable? (Currently raw-only, per user's ingest scope.)
  • Can the transcribe→summarize tool integrate with Manatal (the HR team's ATS)? And is a paid HR-system build going ahead? (Both open from the HR interviews.)
  • How should a user pre-empt integration-dead-ends? Both participants in the Larysa interview left this explicitly unsolved — the corpus's only wholly unanswered technical problem.
  • Does the skills rung actually fix cross-session and cross-project memory, or only per-procedure recall? The webinar's central promise rests on this.