📰 Dev.to · Rene Zander

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All Articles 100,252 Blog Posts 115,484 Tech Tutorials 25,317 Research Papers 20,785 News 15,856 ⚡ AI Lessons

Voice AI in Production: From RunPod to Hosted Kubernetes

Dev.to · Rene Zander 2mo ago

Voice AI in Production: From RunPod to Hosted Kubernetes

One pod serves one user at a time. Production serves thousands. Here's what that gap actually costs, and why voice AI companies keep asking for hosted Kubernete

Ten CLAUDE.md rules for Claude Code - four edit-time, six runtime

Dev.to · Rene Zander 2mo ago

Ten CLAUDE.md rules for Claude Code - four edit-time, six runtime

Forrestchang's andrej-karpathy-skills CLAUDE.md is four rules aimed at the moment Claude is writing...

95% of PII Redaction Doesn't Need an LLM. The Other 5% Is Where Your Masker Leaks.

Dev.to · Rene Zander 2mo ago

95% of PII Redaction Doesn't Need an LLM. The Other 5% Is Where Your Masker Leaks.

When to use deterministic masking and when a fine-tuned LLM earns its compute on SAP production data copies. A hybrid architecture.

What llama.cpp's Pace Tells You About On-Prem LLM Readiness

Dev.to · Rene Zander 2mo ago

What llama.cpp's Pace Tells You About On-Prem LLM Readiness

llama.cpp ships 170+ builds per month and just hit 100K GitHub stars faster than PyTorch. If you are still treating self-hosted inference as experimental, the p

Your AI Content Tool Knows Your Strategy. Do You Know Where It Goes?

Dev.to · Rene Zander 2mo ago

Your AI Content Tool Knows Your Strategy. Do You Know Where It Goes?

Every prompt you send contains business context. Brand voice docs, competitive positioning, internal strategy. Most AI tools promise not to look at it. There is

How I Built a Business Email Agent with Compliance Controls in Go

Dev.to · Rene Zander 3mo ago

How I Built a Business Email Agent with Compliance Controls in Go

Every few weeks another AI agent product launches that can "handle your email." Dispatch, OpenClaw,...