rank	id	date	bucket	source	title	url	aiND_tier	lens_hit
1	2315	2026-07-14	SHIPPING	reddit	Open Source Local LLM Training Tool (for consumer hardware)	https://www.reddit.com/r/artificial/comments/1uwcah2/open_source_local_llm_training_tool_for_consumer/	T1	real build
2	2461	2026-07-14	MODEL RELEASE	hackernews	Show HN: I RL-trained an agent that trains models with RL (for ~$1.3k)	https://github.com/Danau5tin/ai-trains-ai	T1	real build + cost
3	2648	2026-07-14	PROBLEM SOLVED	reddit	Developers Hate AI. I Used It To Sell 10 Websites This Week.	https://www.reddit.com/r/artificial/comments/1uwj75g/developers_hate_ai_i_used_it_to_sell_10_websites/	T1	real outcome (paid)
4	2656	2026-07-14	SHIPPING	reddit	Structured output reliability with LLMs — 3-month production learnings	https://www.reddit.com/r/artificial/comments/1uwe9qp/structured_output_reliability_with_llms_3month/	T5	real lesson
5	3166	2026-07-15	SHIPPING	hackernews	Open-source memory for coding agents, synced over SSH	https://github.com/vshulcz/deja-vu/	T2	real OSS tool
6	3167	2026-07-15	UNCATEGORIZED	hackernews	Inkling – Open-Weights 975B Parameter LLM	https://thinkingmachines.ai/inkling/	T2	real model release
7	2326	2026-07-14	INFRASTRUCTURE	reddit	I'm not a great artist — so I made an agent that turns my doodles into charcoal vectors	https://www.reddit.com/r/artificial/comments/1uwbt7o/im_not_a_great_artist_so_i_made_an_agent_that/	T2	real build
8	2429	2026-07-14	MODEL RELEASE	reddit	[P] RL-training Qwen3.6 to RL-train tool using AI models [P]	https://www.reddit.com/r/MachineLearning/comments/1uwfmfa/p_rltraining_qwen36_to_rltrain_tool_using_ai/	T1	real build
9	2438	2026-07-13	PROBLEM SOLVED	reddit	GPUHedge: Hedging serverless GPU providers improves cold start p95 117s->30s	https://www.reddit.com/r/MachineLearning/comments/1uvlb6h/gpuhedge_hedging_serverless_gpu_providers/	T4	real measurement
10	2441	2026-07-14	PROBLEM SOLVED	reddit	New LLM Coordination Benchmark - Benchmarking Open-Ended Multi-Agent Coordination	https://www.reddit.com/r/MachineLearning/comments/1uwc6ni/new_llm_coordination_benchmark_benchmarking/	T4	real benchmark
11	2640	2026-07-14	RESEARCH	arxiv	ViHoRec: A Quality-Controlled Vietnamese Hotel Recommendation Dataset + Cold-Start Benchmark	https://arxiv.org/abs/2607.12946v1	T4	real dataset/benchmark
12	2638	2026-07-14	RESEARCH	arxiv	Form, Not Content? A Preregistered, Placebo-Controlled Evaluation of Self-Repair in Frozen Small Code Models	https://arxiv.org/abs/2607.12962v1	T5	real lesson (eval)
13	2637	2026-07-14	RESEARCH	arxiv	The Illusion of Robustness: Aggregate Accuracy Hides Prediction Flips under Task-Irrelevant Context	https://arxiv.org/abs/2607.12963v1	T5	real lesson
14	2735	2026-07-14	SHIPPING	github	quantumbyte: Open-source app builder engine — intent to workflow	https://github.com/QuantumByteOSS/quantumbyte	T2	real OSS build