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Welcome to DevForums! :wave:
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20
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January 8, 2026
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Designing API auth for AI agents - OAuth scopes vs API keys vs short-lived tokens?
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1
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March 21, 2026
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Building a streaming AI chat UI in React with tool-use visualization - what component libraries are people using?
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2
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March 21, 2026
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Fine-tuning DeepSeek-V3 distilled models for code review - Axolotl vs Unsloth vs TorchTune?
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1
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4
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March 21, 2026
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Agent observability and eval in production - Langfuse vs Braintrust vs Arize Phoenix?
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1
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0
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March 21, 2026
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WebLLM + WebGPU as a fallback for AI features in React - anyone shipping this in production?
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1
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0
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March 20, 2026
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Securing MCP server configs in production - how are you handling the secrets sprawl problem?
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1
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0
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March 20, 2026
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Using LLM effort controls to cut API costs without tanking quality - what routing strategies work?
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2
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2
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March 20, 2026
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GraphRAG vs vanilla vector RAG - when is the knowledge graph overhead actually worth it?
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2
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3
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March 20, 2026
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Running LLM evals in CI - how are you catching regressions before they hit production?
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2
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0
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March 20, 2026
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Spectrum layer-selective fine-tuning vs LoRA - anyone actually benchmarked these on consumer GPUs?
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1
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1
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March 19, 2026
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Rendering tool-use steps in a streaming chat UI - what patterns are you using?
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1
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0
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March 19, 2026
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Structured outputs vs prompt-based JSON extraction - when do you actually need constrained decoding?
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1
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0
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March 19, 2026
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Prisma 7 dropped the Rust engine - is it finally fast enough or are you still switching to Drizzle?
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3
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March 19, 2026
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CSS Anchor Positioning is now Baseline - anyone using it in production yet?
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0
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March 19, 2026
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Qwen 3.5 Small series for on-device inference - anyone benchmarked the 4B model?
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1
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1
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March 19, 2026
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Apple Core AI replacing Core ML at WWDC - what should we be doing now to prepare?
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1
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1
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March 19, 2026
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SBOM generation in CI/CD pipelines - which tools are you actually using in production?
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1
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March 19, 2026
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PostgreSQL 18 native uuidv7() - worth migrating from UUIDv4 primary keys?
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1
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2
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March 19, 2026
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Building synthetic data pipelines for distilling task-specific models - what's your stack?
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1
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0
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March 19, 2026
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MCP tool descriptions eating 40-50% of your context window - how are you dealing with this?
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1
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1
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March 19, 2026
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Anyone replaced pure vector search with GraphRAG in production? What was the accuracy difference?
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1
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2
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March 19, 2026
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Using Gemini 3.1 Flash-Lite for high-volume data extraction - worth it over GPT-4o-mini?
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2
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4
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March 19, 2026
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How are you using GPT-5.4's reasoning.effort parameter in production?
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2
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0
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March 19, 2026
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OpenTofu's native state encryption vs rolling your own with Terraform - worth switching?
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0
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0
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March 19, 2026
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Anyone tried in-place pod vertical scaling in Kubernetes 1.33 yet?
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1
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March 19, 2026
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How are you handling FinOps for GPU workloads in Kubernetes?
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1
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0
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March 19, 2026
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Has anyone moved a production API from Fastify to Elysia on Bun?
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0
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March 19, 2026
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Anyone using Docker Kanvas to go from Compose to Kubernetes? How does it compare to Helm?
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0
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March 18, 2026
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Ingress-NGINX hits EOL this month - what's your migration plan to Gateway API?
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1
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March 18, 2026
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