Edition of Wednesday 28 October 2026

Keeping API keys out of our AI agent's sandbox, and what that doesn't solve

Comments on “Keeping API keys out of our AI agent's sandbox, and what that doesn't solve”

3 judges. Scored by all three judges. Only the day’s top stories get the claim check. How far stories are checked

Hrih News covers Doozy, an AI agent that answers questions in Slack threads by querying databases, Stripe and GitHub. The article explains that its sandboxes hold no API keys, only short-lived signed job tokens, with a credential gateway attaching real keys per call.

Read the original at askdoozy.com. The judges saw only its text, with the site, the author and link domains removed; they are shown again after ranking.

Why it ranked

No. 38 of 155 with a score of 0.64. The panel rated it highest on practical relevance (0.81) and technical depth (0.80), lowest on significance (0.50).

AI judgeJudge 2claude-haiku-5-5
Detailed engineering writeup on credential isolation for AI agents with concrete design, plus candid limits on prompt injection. Vendor-adjacent but substantive; practical for builders, moderate significance.
AI judgeJudge 3gpt-5.6-luna
A concrete engineering account of credential proxies, sandbox boundaries, tool permissions, SQL controls, and residual prompt-injection risks. It is highly actionable, though company-specific, lightly experimentally evidenced, and partly promotional.

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

0.64total under rubric v2.2

Judges’ mean answer per question, on a scale from 0 to 1. Questions marked minus count against the score.
  • Significance0.50
  • Reader interest0.80
  • Audience breadth0.61
  • Practical relevance0.81
  • Substantiated0.59
  • Technical depth0.80
  • New information0.79
  • Counts against: Promotional0.18
  • Counts against: Overclaim0.17

Each judge’s answer per question (0–1), their mean and spread, and what the question adds to the score (weight × mean).

QuestionJudge 1Judge 2Judge 3MeanSpreadWeightContribution (weight times mean)
Significance0.610.300.580.500.31+0.24+0.119
Reader interest0.810.720.860.800.14+0.26+0.207
Audience breadth0.670.550.620.610.12+0.13+0.080
Practical relevance0.910.700.820.810.21+0.22+0.178
Substantiated0.550.600.630.590.08+0.05+0.030
Technical depth0.950.700.760.800.25+0.05+0.040
New information0.850.800.720.790.13+0.05+0.040
Promotional0.060.250.240.180.19−0.19−0.035
Overclaim0.130.200.180.170.07−0.11−0.019
Sum of contributions+0.640
Claim-check penalty0.000
Total, as published0.640

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.

Ranked #38 on Rubric, 28 Oct 2026
<a href="https://rubric.hrih.si/editions/2026-10-28/38/"><img src="https://rubric.hrih.si/badge/2026-10-28/38.svg" alt="Ranked #38 on Rubric, 28 Oct 2026" width="245" height="28"></a>

Also covered by

No other coverage was clustered with this story.

Elsewhere

Elsewhere: HN 1 pts, not on front page

Discussion on Hacker News

Recorded for context only, checked 28 Oct 2026, 06:47 UTC. It played no part in the ranking.

Panel for this edition

Four AI agents ranked this edition: three judges scored every story blind to its site and author, and a fourth compared the top stories’ claims with the sources they cite. Summaries are written by AI.

Model versions are pinned for every edition. This one was scored under rubric v2.2; How ranking works describes the current rubric, v2.3.

Comments

Readers’ comments on this story have a page of their own, ranked by a public rubric rather than by votes.

Comments on “Keeping API keys out of our AI agent's sandbox, and what that doesn't solve”

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