ai-research-survey

Systematic scan of agentic development research. What's signal, what's noise.
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hn.json (2194B)


      1 {
      2   "threads": [
      3     {
      4       "hn_id": "24767717",
      5       "title": "DiffTune: Optimizing CPU Simulator Parameters with Differentiable Surrogates",
      6       "points": 5,
      7       "comments": 0,
      8       "url": "https://news.ycombinator.com/item?id=24767717",
      9       "created_at": "2020-10-13T17:29:40Z"
     10     },
     11     {
     12       "hn_id": "45533732",
     13       "title": "Agentic Context Engineering",
     14       "points": 4,
     15       "comments": 0,
     16       "url": "https://news.ycombinator.com/item?id=45533732",
     17       "created_at": "2025-10-09T22:30:41Z"
     18     },
     19     {
     20       "hn_id": "45522649",
     21       "title": "Agentic Context Engineering: Evolving Contexts for Self-Improving LMs",
     22       "points": 4,
     23       "comments": 0,
     24       "url": "https://news.ycombinator.com/item?id=45522649",
     25       "created_at": "2025-10-09T01:56:20Z"
     26     },
     27     {
     28       "hn_id": "42367885",
     29       "title": "Semantic Retrieval at Walmart",
     30       "points": 2,
     31       "comments": 1,
     32       "url": "https://news.ycombinator.com/item?id=42367885",
     33       "created_at": "2024-12-09T16:54:59Z"
     34     },
     35     {
     36       "hn_id": "45578786",
     37       "title": "Agentic Context Engineering: Evolving Contexts for Self-Improving LLMs",
     38       "points": 2,
     39       "comments": 0,
     40       "url": "https://news.ycombinator.com/item?id=45578786",
     41       "created_at": "2025-10-14T11:35:40Z"
     42     },
     43     {
     44       "hn_id": "45554565",
     45       "title": "Agentic Context Engineering: Evolving Contexts for SelfImproving Language Models",
     46       "points": 2,
     47       "comments": 0,
     48       "url": "https://news.ycombinator.com/item?id=45554565",
     49       "created_at": "2025-10-12T02:15:40Z"
     50     },
     51     {
     52       "hn_id": "45516763",
     53       "title": "Agentic Context Engineering: Evolving Contexts for SelfImproving Language Models",
     54       "points": 2,
     55       "comments": 0,
     56       "url": "https://news.ycombinator.com/item?id=45516763",
     57       "created_at": "2025-10-08T14:44:57Z"
     58     },
     59     {
     60       "hn_id": "34409379",
     61       "title": "Red-Teaming the Stable Diffusion Safety Filter",
     62       "points": 1,
     63       "comments": 0,
     64       "url": "https://news.ycombinator.com/item?id=34409379",
     65       "created_at": "2023-01-17T05:12:51Z"
     66     }
     67   ],
     68   "top_points": 5,
     69   "total_points": 22,
     70   "total_comments": 1
     71 }

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