2026-07-04
36 signals reviewed · 3 high-signal · 2 themes
Themes
Advanced AI Augmentation & Tooling
16.5 ★ new
Power users are paying for multiple top-tier AI models and building custom tooling/loops to overcome their limitations for complex tasks like competitive benchmarking and legacy code porting.
2 signals · 2 voices · max 18
"I scored better on HLE than gpt-5.5 xhigh last January with some good tooling and 6x the cost"
AILLMToolingCode GenerationPerformance
Cost-Optimized Cloud Infrastructure
23 ★ new
Companies are building custom file systems from scratch to balance the high cost of performant NVMe storage with cheaper object storage, indicating a need for better-integrated, cost-effective, high-throughput storage solutions.
1 signals · 1 voices · max 23
"We spend a lot of time optimizing and experimenting with dif... NVMe drives have become expensive lately, while object storage remains cheap... uplink costs are rising. To run an object storage-backed file system, you need a very strong uplink with consistent speed — 1 Gbps is simply not enough. Ideally, you want *5 to 10 Gbps*"
CloudInfrastructureStorageCost OptimizationPerformance
All Signals (36)
| Title | Source | ↑ | WTP | Work | Pain | Evidence | Score | Theme |
|---|---|---|---|---|---|---|---|---|
| (comment) | hackernews | 0 | 4 | 3 | 3 | We spend a lot of time optimizing and experimenting with dif... NVMe drives have become expensive lately, while object storage remains cheap... uplink costs are rising. To run an object storage-backed file system, you need a very strong uplink with consistent speed — 1 Gbps is simply not enough. Ideally, you want *5 to 10 Gbps* | 23 | Cost-Optimized Cloud Infrastructure |
| (comment) | hackernews | 0 | 3 | 3 | 1 | I scored better on HLE than gpt-5.5 xhigh last January with some good tooling and 6x the cost | 18 | Advanced AI Augmentation & Tooling |
| (comment) | hackernews | 0 | 3 | 1 | 2 | ive had opus try movin Merlin's revenge up from director/shockwave. ... opus hasnt quite figured out by looking at the code and pulling stuff out of the .dir | 15 | Advanced AI Augmentation & Tooling |
| I built a environment reloader for Windows Shells | hackernews | 1 | 0 | 2 | 2 | I had to restart my vsc and shells every single time I installed a new cli tool. | 8 | — |
| (comment) | hackernews | 0 | 0 | 2 | 1 | It’s best to compact strategically or summarize next steps to hand off to a new session. Using sub-sessions can also reduce context pollution at the cost of additional token expenditure to summarize and transfer data to and from the sub-session. | 7 | — |
| (comment) | hackernews | 0 | 0 | 1 | 2 | I had to take trips to Vancouver -- a similar city but more alive -- just to get my dose of city energy. | 5 | — |
| Where can I find or get in contact with farmers specifically in the US? | hackernews | 4 | 0 | 1 | 1 | If it’s possible to get in contact with a farmer or be pointed to a community if it exists, it would be really helpful. | 4 | — |
| (comment) | hackernews | 0 | 0 | 0 | 2 | — | 3 | — |
| (comment) | hackernews | 0 | 0 | 0 | 2 | — | 3 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 3 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 3 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 3 | — |
| A fleshed-out IPv5 proposal | hackernews | 4 | 0 | 0 | 1 | — | 3 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 2 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 2 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 2 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 2 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 2 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 2 | — |
| Retrieval is not the future of AI – if it was, Google would have won already | hackernews | 2 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| (comment) | hackernews | 0 | 0 | 0 | 1 | — | 1 | — |
| Ask HN: America turns 250 today. What does it mean to you? | hackernews | 9 | 0 | 0 | 1 | — | 1 | — |
| Happy Independence Day | hackernews | 25 | 0 | 0 | 1 | — | 1 | — |