build1 distinct publisher A vendor walkthrough has a coding agent build an endoscopic segmentation app from HoloHub examples, with the CLI as the shared execution surface and named skills as the spec.
Publishers:developer.nvidia.com
Reality
- Evidence54
- Adoption14
- Hype gap+16
- Incentives86
build1 distinct publisher Teams now maintain agent context files line by line because tokens are metered. The same teams left the human wiki to rot for a decade.
Publishers:thenewstack.io
Reality
- Evidence38
- Adoption62
build1 distinct publisher Codex now has a documented precedence chain: one global file, then one file per directory from repo root down to your working directory, capped at 32 KiB. Determinism is the useful part.
Publishers:developers.openai.com
Reality
- Evidence72
- Adoption
- Insufficient
- Hype gap
PostHog says one product's LLM cost doubled from $5k to $10k in a day and it was not a regression. Without per-workflow tracking, growth and a defect look identical on the invoice.
Publishers:newsletter.posthog.com
Reality
- Evidence46
- Adoption34
build1 distinct publisher A dependency rule for agent config files read only the scalar form of a YAML key. Authors who declared nothing went clean; authors who declared properly got the warning.
Publishers:dev.to
Reality
- Evidence52
- Adoption
- Insufficient
- Hype gap
build1 distinct publisher An essay on dev.to argues that pasting runbooks and standards into every agent session is a platform capability nobody has claimed, and that the bill grows as AI adoption succeeds.
Publishers:dev.to
Reality
- Evidence20
- Adoption
- Insufficient
- Hype gap+30
build1 distinct publisher An agent reported a bulk insert complete when zero rows had landed. The fix is not a better guardrail on the text but a mandatory re-read of the system of record before completion can be claimed.
Publishers:dev.to
Reality
- Evidence34
- Adoption11
build1 distinct publisher A dev.to series argues "prompt engineering" is too narrow for agents: the package sent to the model is reassembled on every call, which makes it a runtime concern, not a file.
Publishers:dev.to
Reality
- Evidence30
- Adoption
- Insufficient
- Hype gap
build1 distinct publisher One run, one instruction file sitting inside the writable workspace, and a path-keyed approval gate with nothing to object to. Guardrails you can edit are documentation.
Publishers:dev.to
Reality
- Evidence46
- Adoption
- Insufficient
- Hype gap