{
  "id": 6049421,
  "title": "Freeze the Retry Budget Before the Percentage",
  "url": "https://urgent.news/2026/09/06/freeze-the-retry-budget-before-the-percentage",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-06T21:53:34.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/apppro_5726/freeze-the-retry-budget-before-the-percentage-5bjn"
  },
  "original_language": "en",
  "account": null,
  "summary": "The article argues that current methods of evaluating coding-agents in automated testing are incomplete and potentially misleading. It suggests that a more honest and controlled approach should be taken, where retry policy, wall-clock limits, and tool-trace identity are treated as first-class dataset fields. The author proposes a dataset schema that includes a unique task ID, frozen prompt template, hidden test digest, uneditable oracle command, max attempts, wall-clock limit, and other relevant metrics. This approach would allow for more accurate comparisons between different coding-agents and their performance, rather than relying on a single percentage that may not accurately reflect the true capabilities of the system.",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}