ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
git clone https://git.shiptheloop.com/ai-research-survey.git
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hn.json (1207B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "41215593",
      5       "title": "OpenDevin: An Open Platform for AI Software Developers as Generalist Agents",
      6       "points": 198,
      7       "comments": 107,
      8       "url": "https://news.ycombinator.com/item?id=41215593",
      9       "created_at": "2024-08-11T12:02:55Z"
     10     },
     11     {
     12       "hn_id": "40172138",
     13       "title": "Layer Skip: Enabling Early Exit Inference and Self-Speculative Decoding",
     14       "points": 3,
     15       "comments": 1,
     16       "url": "https://news.ycombinator.com/item?id=40172138",
     17       "created_at": "2024-04-26T17:42:56Z"
     18     },
     19     {
     20       "hn_id": "44746772",
     21       "title": "Cross-Architecture Parallel Algorithms from a Unified, Transpiled Codebase",
     22       "points": 1,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=44746772",
     25       "created_at": "2025-07-31T15:39:19Z"
     26     },
     27     {
     28       "hn_id": "41715199",
     29       "title": "Copying Style, Extracting Value: AI Style Transfer's Impact on Creative Labor",
     30       "points": 1,
     31       "comments": 0,
     32       "url": "https://news.ycombinator.com/item?id=41715199",
     33       "created_at": "2024-10-01T22:55:05Z"
     34     }
     35   ],
     36   "top_points": 198,
     37   "total_points": 203,
     38   "total_comments": 108
     39 }

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