Feilong Chen

RAG applications break in mysterious ways. Slow retrieval because your vector store is overloaded. Bad answers because retrieval returned irrelevant docs. Silent API failures breaking your pipeline. Without observability, you're debugging blind. LlamaIndex + OpenTelemetry + SigNoz gives you end-to-end visibility. See exactly where time goes: document chunking, embeddings, retrieval, or LLM generation. Track what matters: embedding batch durations, retrieval similarity scores, token usage, user feedback. Get connected traces showing complete request flows instead of scattered logs. Includes a demo RAG chatbot built with our docs to show the instrumentation in action.

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Identity verification shouldn’t take weeks of integrations, custom logic, and stitching APIs from five different standards. Hovi Core SDK gives developers a single, unified way to verify any credential SD-JWT, mDocs, JSON-LD, and more. One API call. One pipeline. Zero complexity. From strong authentication to automated access control and reusable KYC/KYB, you can make your app identity-aware without becoming identity-complex. Build trust once. Scale it everywhere. #Developers #DigitalIdentity #VerifiableCredentials 

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Enterprise systems don’t run on SQL alone. That’s why your AI Agent now works with Redis. Build things like: > Prompt cache inspectors > AI cost dashboards > Queue monitoring panels Inspect live state. Control operational layers. Ship internal control planes in hours.

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🚩Feature Flags: How to Ship Faster, Safer, and Smarter 🚩 Dinesh A., Principal Engineer at Wells Fargo, is breaking down feature flags at Code Remix Summit. Not just what they are, but how to actually use them without creating chaos. Get best practices that prevent flag sprawl and technical debt. Hear real case studies showing how companies are using flags to ship with confidence. 👍 https://lnkd.in/g5r2MUSJ #CodeRemixSummit #FeatureFlags #WellsFargo #ContinuousDelivery #DevOps

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If your team is building with LLMs, you know the value of clean, retrievable data. That's why we're teaming up with Unstructured to streamline one of the hardest parts of AI development. This integration removes friction across the AI stack—from unstructured ingestion to semantic retrieval—so your teams can focus on building. Read more from our Product Marketing Managers, Rini Vasan and Jim Allen Wallace, and Unstructured’s Head of Developer Relations, Maria Khalusova here: https://lnkd.in/e98QqXAB

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Your CI/CD bill is not exploding because of “expensive runners,” it is bleeding out through flaky tests, over-parallelized jobs, and slow feedback loops that quietly tax every deploy This piece shows you how to redesign pipelines so you cut compute waste, shrink queues, and speed up developer flow without adding yet another approval gate or YAML religion Full breakdown in the comments. #DevOps #CICD #PlatformEngineering

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Tired of long CI builds and rising compute costs? Coda was too. They trialed Aspect Workflows, saw a 10x improvement in build times and a 67% reduction in compute costs, and decided to roll it out more broadly. "We went from having significant limits in CI and tools to where the limits are now just due to our code." — Neal Norwitz, Software Engineer at Coda Read more about the challenges they faced and the results they saw: https://lnkd.in/eA_pwcDQ

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📣 Today we’re announcing new features for Jellyfish AI Impact that bring together system data, developer sentiment, and guided insights - giving leaders a clearer, faster, and more complete picture of how AI is transforming their organizations and the overall SDLC. As AI becomes embedded in every corner of software development, engineering leaders face a new challenge: proving that these tools actually deliver value. From autonomous agents to code assistants, the landscape is evolving faster than most teams can measure. Keep up with the AI evolution with Jellyfish AI Impact: https://lnkd.in/g7t3wx5h

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