Charity Majors on AI, Determinism, Instrumentation, & Eating Your Broccoli
RedMonk Video RedMonk Tech Events James Governor talks with Charity Majors, Co-founder and CTO of Honeycomb, about what AI is doing to engineering practices. Agents in production are finally forcing teams to do the instrumentation work they should have done years ago. They get into Chad Fowler’s Phoenix architectures and the idea that the system, not the code, holds the truth about how software behaves.
- ▪RedMonk Video RedMonk Tech Events James Governor talks with Charity Majors, Co-founder and CTO of Honeycomb, about what AI is doing to engineering practices.
- ▪Agents in production are finally forcing teams to do the instrumentation work they should have done years ago.
- ▪They get into Chad Fowler’s Phoenix architectures and the idea that the system, not the code, holds the truth about how software behaves.
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| Original publisher | RedMonk |
| Canonical URL | https://redmonk.com/videos/charity-majors/ |
| Publication time | Sun, 09 Aug 2026 14:22:52 +0000 |
| Retrieval time | 2026-08-09T14:30:47.808Z |
| Last seen | 2026-08-09T14:30:47.808Z |
| 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 | 6hg6STmK6QRk · 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 |
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| 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 |
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Opening excerpt (first ~120 words) tap to expand
Conversations Charity Majors on AI, Determinism, Instrumentation, & Eating Your Broccoli RedMonk Video Share via Twitter Share via Facebook Share via Linkedin Share via Reddit Get more video from Redmonk, Subscribe! RedMonk Video RedMonk Tech Events James Governor talks with Charity Majors, Co-founder and CTO of Honeycomb, about what AI is doing to engineering practices. Majors argues that non-determinism takes more discipline, not less, and every CEO who wants their AI cookies has to eat their broccoli first. Agents in production are finally forcing teams to do the instrumentation work they should have done years ago. They get into Chad Fowler’s Phoenix architectures and the idea that the system, not the code, holds the truth about how software behaves.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at RedMonk.