## Results

### Tutorial
[**What Vision-Language Models Cost to Serve at Production Scale**](/content/community/tutorials/the-real-cost-of-multimodal-inference/index.html)
- September 25, 2026

### Tutorial
[**Stop Paying to Rebuild Your AI Agent: Fork It with Harness Runtime**](/content/community/tutorials/checkpoint-fork-harness-runtime/index.html)
- September 24, 2026

### Conceptual Article
[**Cache reliability is a pricing term: What I learned measuring DeepSeek-V4.1-Flash on DigitalOcean's serverless inference**](/content/community/conceptual-articles/deepseek-v4-1-flash-cache-reliability/index.html)
- September 24, 2026

### Conceptual Article
[**The Compliance Gap in AI-Native Infrastructure: SOC2 and Data Residency for GPU Workloads**](/content/community/conceptual-articles/compliance-gap-ai-native-infrastructure-soc2-data-residency-gpu/index.html)
- September 23, 2026

### Conceptual Article
[**The Problems with Agentic Tooling, and How DigitalOcean's Action Gateway Addresses Them**](/content/community/conceptual-articles/the-problems-with-agentic-tooling/index.html)
- September 22, 2026

### Tutorial
[**The Agent Never Sees the Key: Proving Credential Brokering in DigitalOcean Action Gateway**](/content/community/tutorials/credential-brokering-action-gateway/index.html)
- September 22, 2026

### Tutorial
[**How to Connect Your AI Agents to SaaS Tools Without Sharing Your Credentials using DigitalOcean Action Gateway**](/content/community/tutorials/connect-tools-ai-agent-action-gateway/index.html)
- September 22, 2026

### Tutorial
[**Speculative Decoding's Hidden Cost: The KV Cache Capacity You Give Up, and Where Throughput Turns Negative**](/content/community/tutorials/speculative-decoding-kv-cache-capacity/index.html)
- September 20, 2026

### Tutorial
[**Why DeepSeek V4.1 Flash Splits Reading From Writing**](/content/community/tutorials/deepseek-v41-flash-ced-article/index.html)
- September 18, 2026