FIELD NOTE / INSTAGRAM
The second change reveals the real price.
The short film, the complete written thought, and the evidence behind it.
The Instagram conversation link will follow its public release.
The second change reveals the real price.
Video caption
The second change reveals the real price.
The invoice and token bill miss diverted role time.
One patch can require several verification loops.
Custom software is justified by durable advantage.
Narration uses Eric's authorized AI voice clone.
#EricFieldNotes
Full written post / accessibility read
The first approval app took an afternoon in this illustrative case. A new policy mode arrives. The creator gathers context, re-prompts, reviews a patch, retests, redeploys and checks what else moved.
A good ledger includes owner minutes, affected customer paths, test runs, failed reviews, incident follow-up and work deferred from the employee's actual role. It also counts the subscription a maintained alternative would charge.
For each policy change, start at the request and stop only when authoritative customer state is correct. Record the number of review and repair loops, not just the model's first completion.
Compare accepted outcomes per operator hour with the maintained option. Do this because AI lowers implementation labor, but a commodity clone may still consume the attention that should serve customers.
Narration uses Eric's authorized AI voice clone.
#EricFieldNotes
Four-beat scene transcript
1. The second change reveals the real price.
The first approval app took an afternoon in this illustrative case. A new policy mode arrives. The creator gathers context, re-prompts, reviews a patch, retests, redeploys and checks what else moved.
Visual: The creator spends time supervising, not hand-recoding.
2. Record the whole review cycle.
A good ledger includes owner minutes, affected customer paths, test runs, failed reviews, incident follow-up and work deferred from the employee's actual role. It also counts the subscription a maintained alternative would charge.
Visual: The invoice and token bill miss diverted role time.
3. Use accepted changes as the unit.
For each policy change, start at the request and stop only when authoritative customer state is correct. Record the number of review and repair loops, not just the model's first completion.
Visual: One patch can require several verification loops.
4. Price business focus.
Compare accepted outcomes per operator hour with the maintained option. Do this because AI lowers implementation labor, but a commodity clone may still consume the attention that should serve customers.
Visual: Custom software is justified by durable advantage.
Research and claim limits
- DORA 2025 State of AI-assisted Software Development (S225)
- GitHub Copilot Agents application card (S226)
The examples identified as illustrative or simulated are design probes, not reported incidents. Vendor specifications do not establish workload performance.