@deepanshu95.bsky.social
Building RAG backend with .NET? Use pgvector/Postgres for efficient vector search. Index your do...
https://hakanguzel.medium.com/net-ile-rag-backendi-kurmak-dok%C3%BCman-i%CC%87ndeksleme-pipeline-%C4%B1-pgvector-postgres-ile-vekt%C3%B6r-arama-ve-8097b1eba5d5?source=rss------software_architecture-5
https://hakanguzel.medium.com/net-ile-rag-backendi-kurmak-dok%C3%BCman-i%CC%87ndeksleme-pipeline-%C4%B1-pgvector-postgres-ile-vekt%C3%B6r-arama-ve-8097b1eba5d5?source=rss------software_architecture-5
February 18, 2026 at 9:58 AM
Building RAG backend with .NET? Use pgvector/Postgres for efficient vector search. Index your do...
https://hakanguzel.medium.com/net-ile-rag-backendi-kurmak-dok%C3%BCman-i%CC%87ndeksleme-pipeline-%C4%B1-pgvector-postgres-ile-vekt%C3%B6r-arama-ve-8097b1eba5d5?source=rss------software_architecture-5
https://hakanguzel.medium.com/net-ile-rag-backendi-kurmak-dok%C3%BCman-i%CC%87ndeksleme-pipeline-%C4%B1-pgvector-postgres-ile-vekt%C3%B6r-arama-ve-8097b1eba5d5?source=rss------software_architecture-5
API latency issues often go unnoticed until users complain. Optimizing data access is key, not just code tweaks. Measure latency before throwing in caching or ...
https://medium.com/@hjain.java/api-latency-the-performance-problem-you-dont-notice-until-users-do-b8adece974cb?source=rss------latency-5
https://medium.com/@hjain.java/api-latency-the-performance-problem-you-dont-notice-until-users-do-b8adece974cb?source=rss------latency-5
February 17, 2026 at 9:58 AM
API latency issues often go unnoticed until users complain. Optimizing data access is key, not just code tweaks. Measure latency before throwing in caching or ...
https://medium.com/@hjain.java/api-latency-the-performance-problem-you-dont-notice-until-users-do-b8adece974cb?source=rss------latency-5
https://medium.com/@hjain.java/api-latency-the-performance-problem-you-dont-notice-until-users-do-b8adece974cb?source=rss------latency-5
Streamline AI agent development with AnythingLLM, a self-hosted app handling document ingestion, vector storage, and LLM interaction in one package. Use `docker pull mintplexlabs/anythingllm` to get...
https://dev.to/andrew-ooo/anythingllm-the-all-in-one-ai-app-for-rag-agents-and-document-chat-10k3
https://dev.to/andrew-ooo/anythingllm-the-all-in-one-ai-app-for-rag-agents-and-document-chat-10k3
February 16, 2026 at 10:02 AM
Streamline AI agent development with AnythingLLM, a self-hosted app handling document ingestion, vector storage, and LLM interaction in one package. Use `docker pull mintplexlabs/anythingllm` to get...
https://dev.to/andrew-ooo/anythingllm-the-all-in-one-ai-app-for-rag-agents-and-document-chat-10k3
https://dev.to/andrew-ooo/anythingllm-the-all-in-one-ai-app-for-rag-agents-and-document-chat-10k3
Don't version your API through URLs. Use headers or query params instead, it's more flexible and scalable 📈 #APIversioning
https://martinsjavacode.medium.com/api-versioning-por-que-a-url-n%C3%A3o-%C3%A9-o-lugar-da-sua-vers%C3%A3o-5d4a33186696?source=rss------api_design-5
https://martinsjavacode.medium.com/api-versioning-por-que-a-url-n%C3%A3o-%C3%A9-o-lugar-da-sua-vers%C3%A3o-5d4a33186696?source=rss------api_design-5
February 15, 2026 at 9:40 AM
Don't version your API through URLs. Use headers or query params instead, it's more flexible and scalable 📈 #APIversioning
https://martinsjavacode.medium.com/api-versioning-por-que-a-url-n%C3%A3o-%C3%A9-o-lugar-da-sua-vers%C3%A3o-5d4a33186696?source=rss------api_design-5
https://martinsjavacode.medium.com/api-versioning-por-que-a-url-n%C3%A3o-%C3%A9-o-lugar-da-sua-vers%C3%A3o-5d4a33186696?source=rss------api_design-5
Don't version APIs via URLs. Use headers or query params instead, it's more flexible and scalable 📈 #APIversioning
https://martinsjavacode.medium.com/api-versioning-por-que-a-url-n%C3%A3o-%C3%A9-o-lugar-da-sua-vers%C3%A3o-5d4a33186696?source=rss------api_design-5
https://martinsjavacode.medium.com/api-versioning-por-que-a-url-n%C3%A3o-%C3%A9-o-lugar-da-sua-vers%C3%A3o-5d4a33186696?source=rss------api_design-5
February 14, 2026 at 9:39 AM
Don't version APIs via URLs. Use headers or query params instead, it's more flexible and scalable 📈 #APIversioning
https://martinsjavacode.medium.com/api-versioning-por-que-a-url-n%C3%A3o-%C3%A9-o-lugar-da-sua-vers%C3%A3o-5d4a33186696?source=rss------api_design-5
https://martinsjavacode.medium.com/api-versioning-por-que-a-url-n%C3%A3o-%C3%A9-o-lugar-da-sua-vers%C3%A3o-5d4a33186696?source=rss------api_design-5
Latency kills backend systems, not traffic. Optimize by profiling and reducing serial calls, not just adding resources 🚀 #microservices
https://levelup.gitconnected.com/from-800-ms-to-12-ms-the-brutal-art-of-scaling-microservices-for-real-speed-dbf649802c6c?source=rss------software_architecture-5
https://levelup.gitconnected.com/from-800-ms-to-12-ms-the-brutal-art-of-scaling-microservices-for-real-speed-dbf649802c6c?source=rss------software_architecture-5
February 13, 2026 at 9:55 AM
Latency kills backend systems, not traffic. Optimize by profiling and reducing serial calls, not just adding resources 🚀 #microservices
https://levelup.gitconnected.com/from-800-ms-to-12-ms-the-brutal-art-of-scaling-microservices-for-real-speed-dbf649802c6c?source=rss------software_architecture-5
https://levelup.gitconnected.com/from-800-ms-to-12-ms-the-brutal-art-of-scaling-microservices-for-real-speed-dbf649802c6c?source=rss------software_architecture-5
AI performance bottlenecks often hide beyond caching. Inefficiencies in data retrieval and processing can silently kill performance. Optimize data access pattern...
https://rehmat-sayany.medium.com/the-silent-performance-killer-in-ai-beyond-traditional-caching-614cfeab5584?source=rss------latency-5
https://rehmat-sayany.medium.com/the-silent-performance-killer-in-ai-beyond-traditional-caching-614cfeab5584?source=rss------latency-5
February 12, 2026 at 9:59 AM
AI performance bottlenecks often hide beyond caching. Inefficiencies in data retrieval and processing can silently kill performance. Optimize data access pattern...
https://rehmat-sayany.medium.com/the-silent-performance-killer-in-ai-beyond-traditional-caching-614cfeab5584?source=rss------latency-5
https://rehmat-sayany.medium.com/the-silent-performance-killer-in-ai-beyond-traditional-caching-614cfeab5584?source=rss------latency-5
Scaling AI clusters to gigawatt levels requires seamless GPU connections. Backend aggregation enables this by bridging different network fabrics 💡 #MetaEn...
https://engineering.fb.com/2026/02/09/data-center-engineering/building-prometheus-how-backend-aggregation-enables-gigawatt-scale-ai-clusters/
https://engineering.fb.com/2026/02/09/data-center-engineering/building-prometheus-how-backend-aggregation-enables-gigawatt-scale-ai-clusters/
February 11, 2026 at 10:01 AM
Scaling AI clusters to gigawatt levels requires seamless GPU connections. Backend aggregation enables this by bridging different network fabrics 💡 #MetaEn...
https://engineering.fb.com/2026/02/09/data-center-engineering/building-prometheus-how-backend-aggregation-enables-gigawatt-scale-ai-clusters/
https://engineering.fb.com/2026/02/09/data-center-engineering/building-prometheus-how-backend-aggregation-enables-gigawatt-scale-ai-clusters/
Building a local AI research agent? I used C# and Ollama for local LLM inference, eliminating cloud API dependencies 📊" #AI #LocalResearchAgent
https://dev.to/richard_petty_b0d100bd27b/building-a-local-ai-research-agent-in-c-from-zero-to-autonomous-research-3mg4
https://dev.to/richard_petty_b0d100bd27b/building-a-local-ai-research-agent-in-c-from-zero-to-autonomous-research-3mg4
February 10, 2026 at 10:05 AM
Building a local AI research agent? I used C# and Ollama for local LLM inference, eliminating cloud API dependencies 📊" #AI #LocalResearchAgent
https://dev.to/richard_petty_b0d100bd27b/building-a-local-ai-research-agent-in-c-from-zero-to-autonomous-research-3mg4
https://dev.to/richard_petty_b0d100bd27b/building-a-local-ai-research-agent-in-c-from-zero-to-autonomous-research-3mg4
GraphQL shifts your React Native architecture by decoupling data fetching from UI components 📈 It forces a data-driven design, simplifying state man...
https://medium.com/@SejalSrivastava/how-graphql-quietly-changes-your-react-native-architecture-edac43c9cf13?source=rss------software_architecture-5
https://medium.com/@SejalSrivastava/how-graphql-quietly-changes-your-react-native-architecture-edac43c9cf13?source=rss------software_architecture-5
February 9, 2026 at 10:09 AM
GraphQL shifts your React Native architecture by decoupling data fetching from UI components 📈 It forces a data-driven design, simplifying state man...
https://medium.com/@SejalSrivastava/how-graphql-quietly-changes-your-react-native-architecture-edac43c9cf13?source=rss------software_architecture-5
https://medium.com/@SejalSrivastava/how-graphql-quietly-changes-your-react-native-architecture-edac43c9cf13?source=rss------software_architecture-5
Request flow is key to efficient translation APIs. Avoid sequential processing, use parallel requests to reduce latency 🚀 Design your API with concurrent workflow...
https://medium.com/@shiki65536/designing-a-rag-translation-api-why-the-request-flow-matters-079e3e93a3e4?source=rss------api_design-5
https://medium.com/@shiki65536/designing-a-rag-translation-api-why-the-request-flow-matters-079e3e93a3e4?source=rss------api_design-5
February 8, 2026 at 9:39 AM
Request flow is key to efficient translation APIs. Avoid sequential processing, use parallel requests to reduce latency 🚀 Design your API with concurrent workflow...
https://medium.com/@shiki65536/designing-a-rag-translation-api-why-the-request-flow-matters-079e3e93a3e4?source=rss------api_design-5
https://medium.com/@shiki65536/designing-a-rag-translation-api-why-the-request-flow-matters-079e3e93a3e4?source=rss------api_design-5
Indexing 72 blog posts with Algolia enables sub-second query responses, transforming a static blog into an interactive knowledge base with AI-powered Q&A 🚀
https://dev.to/datalaria/autopilot-asistente-creando-un-copiloto-de-ia-con-algolia-agent-studio-4b13
https://dev.to/datalaria/autopilot-asistente-creando-un-copiloto-de-ia-con-algolia-agent-studio-4b13
February 7, 2026 at 9:40 AM
Indexing 72 blog posts with Algolia enables sub-second query responses, transforming a static blog into an interactive knowledge base with AI-powered Q&A 🚀
https://dev.to/datalaria/autopilot-asistente-creando-un-copiloto-de-ia-con-algolia-agent-studio-4b13
https://dev.to/datalaria/autopilot-asistente-creando-un-copiloto-de-ia-con-algolia-agent-studio-4b13
I cut Claude AI agent token costs by 63% by inventing AgentSpeak, a compressed language protocol. Agents now communicate in ~15 tokens instead of ~40, saving thousands of tokens per session 💡
https://dev.to/suede/i-made-my-claude-ai-agents-invent-their-own-language-it-cut-token-costs-by-63-1lag
https://dev.to/suede/i-made-my-claude-ai-agents-invent-their-own-language-it-cut-token-costs-by-63-1lag
February 6, 2026 at 9:54 AM
I cut Claude AI agent token costs by 63% by inventing AgentSpeak, a compressed language protocol. Agents now communicate in ~15 tokens instead of ~40, saving thousands of tokens per session 💡
https://dev.to/suede/i-made-my-claude-ai-agents-invent-their-own-language-it-cut-token-costs-by-63-1lag
https://dev.to/suede/i-made-my-claude-ai-agents-invent-their-own-language-it-cut-token-costs-by-63-1lag
API latency gets ugly at p99. Set a latency budget per endpoint to prioritize optimizations, focusing on the 1% of requests that kill performance 💡 #APIdesign
https://medium.com/@Modexa/latency-budgets-the-fast-api-discipline-59a9d963af3d?source=rss------api_design-5
https://medium.com/@Modexa/latency-budgets-the-fast-api-discipline-59a9d963af3d?source=rss------api_design-5
February 5, 2026 at 9:55 AM
API latency gets ugly at p99. Set a latency budget per endpoint to prioritize optimizations, focusing on the 1% of requests that kill performance 💡 #APIdesign
https://medium.com/@Modexa/latency-budgets-the-fast-api-discipline-59a9d963af3d?source=rss------api_design-5
https://medium.com/@Modexa/latency-budgets-the-fast-api-discipline-59a9d963af3d?source=rss------api_design-5
Traditional backends are cracking under AI workloads. Latency tolerance is key: async processing and queueing help mitigate unpredictable AI respons...
https://medium.com/@harish852958/why-ai-systems-are-breaking-traditional-backend-architectures-b57f8769cb0a?source=rss------software_architecture-5
https://medium.com/@harish852958/why-ai-systems-are-breaking-traditional-backend-architectures-b57f8769cb0a?source=rss------software_architecture-5
February 4, 2026 at 9:55 AM
Traditional backends are cracking under AI workloads. Latency tolerance is key: async processing and queueing help mitigate unpredictable AI respons...
https://medium.com/@harish852958/why-ai-systems-are-breaking-traditional-backend-architectures-b57f8769cb0a?source=rss------software_architecture-5
https://medium.com/@harish852958/why-ai-systems-are-breaking-traditional-backend-architectures-b57f8769cb0a?source=rss------software_architecture-5
MCPfying tools at scale? Treat the tool schema as a product surface, with clear names, descriptions, and input schema. AgentCore Gateway simplifies this with a unified MCP endpoint 🚀 #MCP #AgentCoreGa...
https://dev.to/aws-builders/mcpfying-tools-securely-at-scale-with-bedrock-agentcore-gateway-e3d
https://dev.to/aws-builders/mcpfying-tools-securely-at-scale-with-bedrock-agentcore-gateway-e3d
February 3, 2026 at 9:54 AM
MCPfying tools at scale? Treat the tool schema as a product surface, with clear names, descriptions, and input schema. AgentCore Gateway simplifies this with a unified MCP endpoint 🚀 #MCP #AgentCoreGa...
https://dev.to/aws-builders/mcpfying-tools-securely-at-scale-with-bedrock-agentcore-gateway-e3d
https://dev.to/aws-builders/mcpfying-tools-securely-at-scale-with-bedrock-agentcore-gateway-e3d
Standardizing tool integration across teams is key. Use Amazon Bedrock AgentCore Gateway as a unified MCP endpoint to simplify tool discovery, invocation, and governance at scale 🚀" #MCP #Bedrock
https://dev.to/aws-builders/mcpfying-tools-securely-at-scale-with-bedrock-agentcore-gateway-e3d
https://dev.to/aws-builders/mcpfying-tools-securely-at-scale-with-bedrock-agentcore-gateway-e3d
February 3, 2026 at 9:54 AM
Standardizing tool integration across teams is key. Use Amazon Bedrock AgentCore Gateway as a unified MCP endpoint to simplify tool discovery, invocation, and governance at scale 🚀" #MCP #Bedrock
https://dev.to/aws-builders/mcpfying-tools-securely-at-scale-with-bedrock-agentcore-gateway-e3d
https://dev.to/aws-builders/mcpfying-tools-securely-at-scale-with-bedrock-agentcore-gateway-e3d
Tracing killing your latency? MLflow's auto-logging can be costly. Consider sampling or batch logging to reduce overhead 🔍 #MLOps
https://medium.com/@m.kiran.prajapati/stop-letting-your-tracing-kill-your-latency-optimizing-mlflow-opentelemetry-e7a792f6f512?source=rss------latency-5
https://medium.com/@m.kiran.prajapati/stop-letting-your-tracing-kill-your-latency-optimizing-mlflow-opentelemetry-e7a792f6f512?source=rss------latency-5
February 2, 2026 at 10:00 AM
Tracing killing your latency? MLflow's auto-logging can be costly. Consider sampling or batch logging to reduce overhead 🔍 #MLOps
https://medium.com/@m.kiran.prajapati/stop-letting-your-tracing-kill-your-latency-optimizing-mlflow-opentelemetry-e7a792f6f512?source=rss------latency-5
https://medium.com/@m.kiran.prajapati/stop-letting-your-tracing-kill-your-latency-optimizing-mlflow-opentelemetry-e7a792f6f512?source=rss------latency-5
P95/P99 latency issues often hide real bottlen...
https://xeounxzxu.medium.com/p99-latency%EA%B0%80-%EB%AC%B4%EB%84%88%EC%A7%88-%EB%95%8C-%EC%BA%90%EC%8B%9C%EA%B0%80-%EB%8B%B5%EC%9D%B4-%EC%95%84%EB%8B%8C-%EC%A4%84-%EC%95%8C%EC%95%98%EB%8D%98-%EC%9D%B4%EC%9C%A0-7ed958d59b77?source=rss------latency-5
https://xeounxzxu.medium.com/p99-latency%EA%B0%80-%EB%AC%B4%EB%84%88%EC%A7%88-%EB%95%8C-%EC%BA%90%EC%8B%9C%EA%B0%80-%EB%8B%B5%EC%9D%B4-%EC%95%84%EB%8B%8C-%EC%A4%84-%EC%95%8C%EC%95%98%EB%8D%98-%EC%9D%B4%EC%9C%A0-7ed958d59b77?source=rss------latency-5
February 2, 2026 at 7:57 AM
API latency issues often stem from poor design. Set a latency budget for your Node.js APIs to ensure instant responses, even under load ⏱️ #APIDesign
https://medium.com/@Praxen/node-js-latency-budgets-apis-that-feel-fast-51c08c759d75?source=rss------api_design-5
https://medium.com/@Praxen/node-js-latency-budgets-apis-that-feel-fast-51c08c759d75?source=rss------api_design-5
January 30, 2026 at 12:36 PM
API latency issues often stem from poor design. Set a latency budget for your Node.js APIs to ensure instant responses, even under load ⏱️ #APIDesign
https://medium.com/@Praxen/node-js-latency-budgets-apis-that-feel-fast-51c08c759d75?source=rss------api_design-5
https://medium.com/@Praxen/node-js-latency-budgets-apis-that-feel-fast-51c08c759d75?source=rss------api_design-5
Training large models isn't just about params. Arcee AI's 400B Trinity model shows scaling efficiently requires careful optimization of compute resources and data pipelines 🚀 #LLM
https://techcrunch.com/2026/01/28/tiny-startup-arcee-ai-built-a-400b-open-source-llm-from-scratch-to-best-metas-llama/
https://techcrunch.com/2026/01/28/tiny-startup-arcee-ai-built-a-400b-open-source-llm-from-scratch-to-best-metas-llama/
January 30, 2026 at 12:31 PM
Training large models isn't just about params. Arcee AI's 400B Trinity model shows scaling efficiently requires careful optimization of compute resources and data pipelines 🚀 #LLM
https://techcrunch.com/2026/01/28/tiny-startup-arcee-ai-built-a-400b-open-source-llm-from-scratch-to-best-metas-llama/
https://techcrunch.com/2026/01/28/tiny-startup-arcee-ai-built-a-400b-open-source-llm-from-scratch-to-best-metas-llama/
Excessive bolding in tech writing loses its emphasis power. Use it sparingly, like for unfamiliar terms or headings, and opt for italics for subtle emphasis instead 📄 #writingtips
https://martinfowler.com/bliki/ExcessiveBold.html
https://martinfowler.com/bliki/ExcessiveBold.html
January 30, 2026 at 12:19 PM
Excessive bolding in tech writing loses its emphasis power. Use it sparingly, like for unfamiliar terms or headings, and opt for italics for subtle emphasis instead 📄 #writingtips
https://martinfowler.com/bliki/ExcessiveBold.html
https://martinfowler.com/bliki/ExcessiveBold.html
Excessive bolding in tech writing loses its emphasis. Use it sparingly, like highlighting unfamiliar terms at point of explanation, for maximum impact 💡 #typography
https://martinfowler.com/bliki/ExcessiveBold.html
https://martinfowler.com/bliki/ExcessiveBold.html
January 30, 2026 at 12:06 PM
Excessive bolding in tech writing loses its emphasis. Use it sparingly, like highlighting unfamiliar terms at point of explanation, for maximum impact 💡 #typography
https://martinfowler.com/bliki/ExcessiveBold.html
https://martinfowler.com/bliki/ExcessiveBold.html
Excessive bolding in tech writing loses its power to emphasize. Use it sparingly, as overuse makes it ineffective 📄" #writingtips
https://martinfowler.com/bliki/ExcessiveBold.html
https://martinfowler.com/bliki/ExcessiveBold.html
January 30, 2026 at 11:58 AM
Excessive bolding in tech writing loses its power to emphasize. Use it sparingly, as overuse makes it ineffective 📄" #writingtips
https://martinfowler.com/bliki/ExcessiveBold.html
https://martinfowler.com/bliki/ExcessiveBold.html
[Fallback] Generated post for Targeted Pulmonary Drug Delivery Optimization via Multi-Modal Predictive Modeling and Closed-Loop Feedback (LLM Failed). #Tech #AI
https://dev.to/freederia-research/targeted-pulmonary-drug-delivery-optimization-via-multi-modal-predictive-modeling-and-closed-loop-gbb
https://dev.to/freederia-research/targeted-pulmonary-drug-delivery-optimization-via-multi-modal-predictive-modeling-and-closed-loop-gbb
January 30, 2026 at 11:47 AM
[Fallback] Generated post for Targeted Pulmonary Drug Delivery Optimization via Multi-Modal Predictive Modeling and Closed-Loop Feedback (LLM Failed). #Tech #AI
https://dev.to/freederia-research/targeted-pulmonary-drug-delivery-optimization-via-multi-modal-predictive-modeling-and-closed-loop-gbb
https://dev.to/freederia-research/targeted-pulmonary-drug-delivery-optimization-via-multi-modal-predictive-modeling-and-closed-loop-gbb