~/talks

Sohan Maheshwar

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Your AI Has Too Much Access: Authorization for Coding AgentsConf42 Large Language Models (LLMs) 20262026-06-18
Claims that coding agents need deterministic, fine-grained authorization and shows an open source stack that implements it: SpiceDB (Zanzibar-style graph…
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Are We Moving Beyond Code — or Just Writing It Differently?JSNation 20262026-06-11
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Trusting AI Systems: How Much Is Too Much?JSNation 20262026-06-11
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Stop Using JSON Web Tokens (JWTs) for Authorization!JSNation 20262026-06-11
JWTs (JSON Web Tokens) are everywhere – frontends, backends, microservices – and for good reason: they're easy to pass around, self-contained, and…
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Securing RAG Pipelines with Fine Grained AuthorizationVoxxed Days Ticino 20262026-02-05
Explains why relationship-based access control (ReBAC) like Google Zanzibar must guard RAG pipelines and shows two concrete enforcement patterns: pre-filter…
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Building Secure Software: Practical Strategies for DevelopersVoxxed Days Ticino 20262026-02-05
Attack surface is expanding with AI and low‑code tools and developers must harden pipelines now: 1.8M breaches traced to broken access control and 100% of…
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Securing RAG Pipelines with Fine Grained AuthorizationBig Data Conference Europe 20252025-11-19
Claims that Relationship‑based Access Control (Zanzibar/ReBAC) prevents RAG leaks by pre-filtering vector DB queries with authorized object IDs and by…
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How Google built a Consistent, Global Authorization System with ZanzibarConfitura 20252025-09-19
Google claims Zanzibar handles 10 million client queries per second by modeling permissions as Relationship-Based Access Control: a schema of users and…
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How Google Built a Consistent, Global Authorization System with ZanzibarTechSummit Amsterdam 20252025-09-16
Describes Google’s Zanzibar: a global ReBAC system that runs across Docs, YouTube and Cloud IAM and hits 10 million queries per second (paper’s 2019 claim)…
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How to Prevent AI Agents from Accessing Unauthorized DataDevOpsDays Amsterdam 20252025-06-18
Explains how Google Zanzibar’s relationship-based model (claimed >10 million queries/sec) and its caching/hotspot batching map to AI RAG pipelines and agent…
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How to Prevent AI Agents from Accessing Unauthorized DataDevConf.CZ 20252025-06-12
Claims that relationship‑based authorization prevents RAG exfiltration by enforcing fine‑grained permissions and reducing vector search surface, backed by a…
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How Google Built a Consistent, Global Authorization System with ZanzibarDevDays || DevOps Pro || CyberWiseCon Europe 20252025-05-20
Claims a consistent, global authorization system (Zanzibar) that sustains more than 10 million client queries per second, implements Relationship-Based Access…
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Securing AI RAG Pipelines with Fine Grained AuthorizationNDC Oslo 20252025-05-19
Explains a concrete ReBAC setup based on Google Zanzibar that uses SpiceDB to look up authorized document IDs and then pre-filter a Pinecone vector search…
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Securing RAG Pipelines with Fine Grained AuthorizationPyCon DE & PyData 20252025-04-23
Shows a concrete ReBAC implementation using SpiceDB with Pinecone embeddings, OpenAI for the LLM and LangChain to orchestrate; demonstrates a pre-filter flow…
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Decoding the hype behind WebAssembly: Looking under the hoodHeapcon 20242024-11-07
Explains WebAssembly as a compact bytecode executed on a stack machine with shared linear memory (64 KiB pages), and details decode/validate/instantiate phases…
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WASM Wonders Decoding WebAssembly's Inner WorkingsGreat International Developer Summit 20242024-04-23
WASM is a binary instruction format for a stack VM that claims near‑native speed and cross‑architecture portability; runtimes like Wasmtime and wasm3 decode…
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Build a Serverless WebAssembly App in Python using SpinConf42 Python 20242024-02-29
Claims that WebAssembly will power the next wave of cloud compute, then shows concrete steps: create a serverless Python app with the Spin CLI in three…
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A Greener, Cost-Effective Cloud with Serverless WebAssemblyDevWorld 20242024-02-29
Claims that WebAssembly (Wasm) plus serverless is greener and cheaper backed by concrete numbers: Rust Hello World Wasm ~2.3 MB (AOT ~1.1 MB) versus container…
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A Greener, Cost-Effective Cloud with Serverless WebAssemblyKubeDay India 20232023-12-08
Software carbon intensity uses C/R = (O + M)/rate and web assembly plus serverless claims to cut O by packing many tiny modules onto the same hardware. Uses…
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The Future of the Cloud is WebAssemblyInfobip Shift 20232023-09-18
Claim: WebAssembly plus WASI will power server workloads, not just browsers. Uses the open source Spin CLI and Firon cloud to build a Rust HTTP function…
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Architecting in the Cloud for SustainabilityBuild Stuff 20222022-11-09
Cloud workloads already cut energy vs traditional data centers by about 80% energy reduction, and region choice shifts efficiency (US ~3.6x, Europe/Asia up to…
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Architecting in the Cloud for SustainabilityHeapcon 20222022-11-03
Cloud use already cuts energy vs. colo — AWS cites 80% energy reduction (up to 96% with 100% renewables). Practical moves include region choice for efficiency…
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Architecting in the Cloud for SustainabilityVoxxed Days Luxembourg 20222022-06-21
Cloud architecture advice with concrete wins: choose among 26 regions and 84 availability zones or pick one of 310 AWS renewable projects to cut location-based…
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New normal or not normal? Observability that will change the way you workAWS Summit Online – Americas 20212021-08-24
Claims that automated AI observability (Dynatrace Davis) analyzes massive telemetry — the demo cites 27,586,796,160 dependencies — and finds precise root…
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Build Cloud Infrastructure using PythonConf42 Python 20212021-05-27
Shows how to create real AWS infrastructure from Python using AWS CDK: install cdk via npm or pip, pip install constructs like aws-cdk.aws-ec2, run cdk init…
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Build and Deploy an Amazon Lex Chatbot and Convert it to an Alexa SkillAWS Summit Online EMEA 20202020-09-01
A step‑by‑step recipe: build an Amazon Lex bot with intents, utterances and three slots (flower type, pickup date, pickup time), back it with a Lambda function…
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Voice User Interfaces - How designing for the ear differs from designing for screensJSFoo 20192019-01-10
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Birds Of Feather session: Experience stories from engineers about building UX and UI flows for web applicationsJSFoo 20192019-01-10
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Voice User Interfaces - How designing for the ear differs from designing for screensMeta Refresh 20182018-10-26
Sohan Maheshwar This talk provides an overview of the history of design in technology, highlighting what we have learned over the years in developing for a…
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It's All in the Data: The ML Behind Alexa's AI SystemsODSC India 20182018-08-31
Alexa runs a cloud pipeline: wake‑word detection on device, ASR, NLU, skill selection and TTS, and hardware stays current because models update in the cloud…
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Build Voice-Enabled ExperiencesAgile India 20182018-03-04
Amazon Alexa is presented as a cloud service plus hardware: an Echo with a seven-microphone array for far-field pickup, backed by the Alexa Skills Kit and…
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