~/talks

Aditya Soni

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titleconferencedate
Conformance for Inference: How We Reduced Bad Deploys on a GPU PlatformKubeCon + CloudNativeCon Japan 20262026-07-29
A seven‑step pipeline enforces separate build conformance (CI checks, pinned image SHA and artifact assurance) and serving conformance (GPU preflight…
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From API Events To Production in Minutes: Backstage as the Front Door...KubeCon + CloudNativeCon India 20262026-06-18
Built an event-driven tenant lifecycle engine that uses Backstage + Argo Workflows + GitOps to take a single API event through SQS/argo-events/NATS into a DAG…
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CI/CD, APIs, and Scaling: What Every Cloud Native Developer Needs To Kn...Open Source Summit India 20262026-06-16
Shows a concrete pipeline: code -> Tekton triggers -> Kaniko/Buildah builds -> Trivy scans -> images pushed to Quay/Harbor and deployed by Argo CD as GitOps so…
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Backend-First IDP: A Production Roadmap With Argo CD, Crossplane, an...Platform Engineering Day Europe 20262026-03-23
Claims a backend-first IDP that uses Argo CD + Crossplane + OPA as the authoritative core, validated on a multi-tenant environment with 100+ services; demo…
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Lightning Talk: The $10,000 Argo CD Mistake: Eliminating Phantom Sync...ArgoCon Europe 20262026-03-23
When Argo CD scales beyond 500 applications the repo server becomes the performance bottleneck, constantly polling Git and regenerating manifests — phantom…
Lightning on
Who Ate My Resources? Trace LLM Performance in Real Time With OTelOpen Source Summit Korea 20252025-11-04
OpenTelemetry profiling plus an eBPF profiler traces a FastAPI + GPT2 demo end to end, showing a single forward call using ~39% CPU and one helper function…
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Agentic AI Meets Search: Real-World Use Cases With...OpenSearchCon North America 20252025-09-08
OpenSearch 3.0 experimental MCP enables agents to call search and observability data as typed tools and the demo wires a Streamlit UI to an MCP connector using…
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From Traces To Action: Auto-Instrumenting LLMs for Observability...OpenSearchCon North America 20252025-09-08
Demonstrates auto-collecting traces, metrics, logs from an LLM app using OpenTelemetry auto-instrumentation, enriching requests with model, token and latency…
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Your Deployments Are Lying. AI KnowsOpen Source Summit North America 20252025-06-23
CI/CD shows green while 10% of users see checkout or cart failures; logs show slight wording shifts and one trace span slows by ~150 ms. The demonstration ties…
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Observe Smarter, Not Harder: Scaling AI-Powered Observability With O...OpenSearchCon India 20252025-06-03
Claims that OpenSearch turns logs, metrics and traces into actionable, proactive alerts using built-in ML and vector search: Random Cut Forest powers anomaly…
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Revolutionizing Search with Power of Neural Sparse and Dense VectorsOpenSearchCon India 20252025-06-03
Hybrid search combines 768-dim embeddings (BERT-style dense vectors) with neural-sparse token-weight vectors and runs them in parallel inside OpenSearch ML…
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Optimizing LLM Efficiency One Trace at a Time on KubernetesObservability Day North America 20242024-11-12
Deploys a FastAPI service running Hugging Face GPT‑2 on Kubernetes, instruments code with OpenTelemetry eBPF profiler and the Python/Elastic agent, and uses…
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Fortify Your Code: Secure Your Supply Chain with ScorecardSOSS Fusion 20242024-10-22
Scorecard runs automated checks against a repo and returns a 0–10 numeric score based on tests like branch protection, binary artifacts, dependency hygiene and…
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Leveraging GenAI for Seamless Developer Experiences in BackstageKubeDay Australia 20242024-10-15
Backstage hosts an embedded Docker OpenWebUI instance (running on port 8800) so developers can chat with local LLMs (Ollama, LLaMA variants, Mistral, Gemma)…
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Bridging the OpenSource Gap: From Newbies to CNCF AmbassadorsKubeDay Singapore 20232023-12-12
Covers a concrete path from first PR to CNCF Ambassador: start by fix a Kubernetes doc bug, pick projects that match your role, contribute code or…
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