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 (2703B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "37627129",
      5       "title": "The Cambridge Law Corpus: A corpus for legal AI research",
      6       "points": 142,
      7       "comments": 41,
      8       "url": "https://news.ycombinator.com/item?id=37627129",
      9       "created_at": "2023-09-23T20:22:53Z"
     10     },
     11     {
     12       "hn_id": "27995839",
     13       "title": "A Large-Scale Security-Oriented Static Analysis of Python Packages in PyPI",
     14       "points": 72,
     15       "comments": 25,
     16       "url": "https://news.ycombinator.com/item?id=27995839",
     17       "created_at": "2021-07-29T12:48:33Z"
     18     },
     19     {
     20       "hn_id": "44685869",
     21       "title": "WhoFi: Deep Person Re-Identification via Wi-Fi Channel Signal Encoding",
     22       "points": 55,
     23       "comments": 10,
     24       "url": "https://news.ycombinator.com/item?id=44685869",
     25       "created_at": "2025-07-25T17:35:29Z"
     26     },
     27     {
     28       "hn_id": "40211351",
     29       "title": "Show HN: Bumpgen – upgrade NPM packages using AI",
     30       "points": 20,
     31       "comments": 9,
     32       "url": "https://news.ycombinator.com/item?id=40211351",
     33       "created_at": "2024-04-30T14:35:04Z"
     34     },
     35     {
     36       "hn_id": "44792686",
     37       "title": "Language Models Improve When Pretraining Data Matches Target Tasks",
     38       "points": 7,
     39       "comments": 1,
     40       "url": "https://news.ycombinator.com/item?id=44792686",
     41       "created_at": "2025-08-04T23:48:16Z"
     42     },
     43     {
     44       "hn_id": "40320548",
     45       "title": "Show HN: I built an AI agent that upgrades NPM packages",
     46       "points": 5,
     47       "comments": 2,
     48       "url": "https://news.ycombinator.com/item?id=40320548",
     49       "created_at": "2024-05-10T16:03:07Z"
     50     },
     51     {
     52       "hn_id": "44675617",
     53       "title": "WhoFi: Deep Person Re-Identification via Wi-Fi Channel Signal Encoding",
     54       "points": 4,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=44675617",
     57       "created_at": "2025-07-24T20:25:00Z"
     58     },
     59     {
     60       "hn_id": "41342731",
     61       "title": "Rail-Only: A Low-Cost High-Performance Network for Training LLMs with T Params",
     62       "points": 2,
     63       "comments": 1,
     64       "url": "https://news.ycombinator.com/item?id=41342731",
     65       "created_at": "2024-08-24T23:21:21Z"
     66     },
     67     {
     68       "hn_id": "40275424",
     69       "title": "Show HN: Can AI keep my code up-to-date?",
     70       "points": 2,
     71       "comments": 0,
     72       "url": "https://news.ycombinator.com/item?id=40275424",
     73       "created_at": "2024-05-06T14:55:41Z"
     74     },
     75     {
     76       "hn_id": "36900346",
     77       "title": "MC-JEPA",
     78       "points": 1,
     79       "comments": 1,
     80       "url": "https://news.ycombinator.com/item?id=36900346",
     81       "created_at": "2023-07-27T21:22:45Z"
     82     }
     83   ],
     84   "top_points": 142,
     85   "total_points": 310,
     86   "total_comments": 90
     87 }

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