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 (2759B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "36781015",
      5       "title": "How is ChatGPT's behavior changing over time?",
      6       "points": 289,
      7       "comments": 178,
      8       "url": "https://news.ycombinator.com/item?id=36781015",
      9       "created_at": "2023-07-19T01:06:12Z"
     10     },
     11     {
     12       "hn_id": "41215631",
     13       "title": "Ask HN: Has degradation in the quality of ChatGPT and Claude been proven?",
     14       "points": 42,
     15       "comments": 40,
     16       "url": "https://news.ycombinator.com/item?id=41215631",
     17       "created_at": "2024-08-11T12:12:39Z"
     18     },
     19     {
     20       "hn_id": "42764969",
     21       "title": "Evolving Deeper LLM Thinking",
     22       "points": 12,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=42764969",
     25       "created_at": "2025-01-20T04:24:10Z"
     26     },
     27     {
     28       "hn_id": "45661775",
     29       "title": "Measuring the Impact of Early-2025 AI on Experienced Developer Productivity",
     30       "points": 4,
     31       "comments": 2,
     32       "url": "https://news.ycombinator.com/item?id=45661775",
     33       "created_at": "2025-10-21T21:12:22Z"
     34     },
     35     {
     36       "hn_id": "37265952",
     37       "title": "The AI Reproducibility Crisis",
     38       "points": 4,
     39       "comments": 3,
     40       "url": "https://news.ycombinator.com/item?id=37265952",
     41       "created_at": "2023-08-25T19:15:29Z"
     42     },
     43     {
     44       "hn_id": "45497568",
     45       "title": "Fine-Tuning Small Language Models with Low-Rank Adapters to Mimic User Behaviors",
     46       "points": 3,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=45497568",
     49       "created_at": "2025-10-06T23:40:50Z"
     50     },
     51     {
     52       "hn_id": "45249175",
     53       "title": "What do the fundamental constants of physics tell us about life?",
     54       "points": 3,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=45249175",
     57       "created_at": "2025-09-15T13:02:16Z"
     58     },
     59     {
     60       "hn_id": "44593569",
     61       "title": "Measuring the Impact of Early-2025 AI on Experienced Developer Productivity",
     62       "points": 2,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=44593569",
     65       "created_at": "2025-07-17T14:03:27Z"
     66     },
     67     {
     68       "hn_id": "44783441",
     69       "title": "Measuring the Impact of AI on Experienced Open-Source Developer Productivity",
     70       "points": 1,
     71       "comments": 1,
     72       "url": "https://news.ycombinator.com/item?id=44783441",
     73       "created_at": "2025-08-04T09:03:06Z"
     74     },
     75     {
     76       "hn_id": "46254932",
     77       "title": "Measuring Impact of Early-2025 AI on Experienced Open-Source Dev Productivity",
     78       "points": 1,
     79       "comments": 0,
     80       "url": "https://news.ycombinator.com/item?id=46254932",
     81       "created_at": "2025-12-13T14:54:29Z"
     82     }
     83   ],
     84   "top_points": 289,
     85   "total_points": 361,
     86   "total_comments": 224
     87 }

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