AI Can Write More of the Code. We Still Have to Engineer the System
Comments on “AI Can Write More of the Code. We Still Have to Engineer the System”
3 judges. Scored by all three judges. Only the day’s top stories get the claim check. How far stories are checked
Robert's essay argues that AI agents can take on more implementation, testing, and design assistance, but engineers still own what to build and what evidence justifies accepting it.
Why it ranked
No. 62 of 107 with a score of 0.60. The panel rated it highest on practical relevance (0.73) and audience breadth (0.72), lowest on substantiated (0.45). The judges disagreed most on new information (spread 0.42), so the story is marked contested. Placed No. 62, No. 51 by score alone: the 19th AI & machine learning story of the day (−0.080). The placement terms move stories; they are not part of the score.
- AI judgeJudge 2claude-haiku-5-5
- Relevant to builders on AI-assisted development workflows; a thoughtful practitioner essay with reasoning and linked sources, but largely opinion and a hypothetical example, with limited new evidence or landmark significance.
- AI judgeJudge 3gpt-5.6-luna
- A careful, practical analysis of AI-assisted software engineering, emphasizing durable decisions, acceptance criteria, verification, and proportional documentation. It offers useful guidance but little novel empirical evidence and largely synthesizes adjacent recent discussions.
Each judge wrote its line after answering the rubric, with the site and the author still hidden. Every answer behind this is in the table under Score.
Score
0.60total under rubric v2.3Contestedjudges differ by 0.42 on new information
- Significance0.46
- Reader interest0.69
- Audience breadth0.72
- Practical relevance0.73
- Substantiated0.45
- Technical depth0.59
- New information0.59
- Counts against: Promotional0.06
- Counts against: Overclaim0.12
Each judge’s answer per question (0–1), their mean and spread, and what the question adds to the score (weight × mean).
| Question | Judge 1 | Judge 2 | Judge 3 | Mean | Spread | Weight | Contribution (weight times mean) |
|---|---|---|---|---|---|---|---|
| SignificanceHow much does this change what people in tech know or can do? | 0.62 | 0.30 | 0.46 | 0.46 | 0.32 | +0.24 | +0.111 |
| Reader interestWould a well-informed senior engineer or tech founder want to read this today, and likely pass it on? | 0.73 | 0.55 | 0.78 | 0.69 | 0.23 | +0.26 | +0.179 |
| Audience breadthHow many people who build technology does it concern? | 0.85 | 0.60 | 0.72 | 0.72 | 0.25 | +0.13 | +0.094 |
| Practical relevanceHow useful is it to someone who builds software or tech products? | 0.90 | 0.60 | 0.68 | 0.73 | 0.30 | +0.22 | +0.160 |
| SubstantiatedHow well is it backed? Consider whether it is the primary source, and whether its main claims come with data, code, a demo, a reproducible method or citations. | 0.37 | 0.35 | 0.62 | 0.45 | 0.27 | +0.05 | +0.022 |
| Technical depthHow technically substantive is it? | 0.74 | 0.45 | 0.58 | 0.59 | 0.29 | +0.05 | +0.030 |
| New informationDoes it contain information absent from the stories covered in the last 7 days (list provided)? | 0.82 | 0.40 | 0.56 | 0.59 | 0.42 , above the contested threshold | +0.05 | +0.030 |
| PromotionalIs it mainly marketing with little substance (a press release, ad or sponsored post with no real information)? A launch post that carries real news is not promotional. | 0.06 | 0.10 | 0.02 | 0.06 | 0.08 | −0.19 | −0.011 |
| OverclaimDo the headline or conclusions claim more than the body supports? | 0.13 | 0.20 | 0.04 | 0.12 | 0.16 | −0.11 | −0.014 |
| Sum of contributions | +0.600 | ||||||
| Claim-check penalty | 0.000 | ||||||
| Total, as published | 0.600 | ||||||
Spread is the highest minus the lowest judge answer. marks a spread above 0.40: the judges disagree, and the story is marked contested.
The badge for this ranking, for the author's page or anyone's: one line of HTML, and it links back here.
<a href="https://rubric.hrih.si/editions/2026-11-03/62/"><img src="https://rubric.hrih.si/badge/2026-11-03/62.svg" alt="Ranked #62 on Rubric, 3 Nov 2026" width="238" height="28"></a>Also covered by
No other coverage was clustered with this story.
Elsewhere
Elsewhere: HN 46 pts, front page
Recorded for context only, checked 3 Nov 2026, 05:47 UTC. It played no part in the ranking.