~/talks

Anthony Shaw

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Flight Intelligence: The Power of Work IQ | Discover how Work IQ is your business's secret sauceFly with Copilot: Redmond 20262026-09-16
Work IQ supplies Copilot with live organizational context and exposes that context as Work IQ APIs: REST, A2A, MCP so agents pick the right tool instead of…
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Are LLMs good software engineers?NDC Sydney 20262026-04-22
Argues LLMs are not reliable software engineers: they are probability machines that rush into implementations, often reinvent the wheel, and ignore rules…
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My AI is slow. Make it faster!PyCon AU 20252025-09-12
Benchmarks show big differences: time to first token and total time matter more than topic, with some models returning in seconds while others spike up to a…
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Practical End-to-End AI Development using Prompty and AI StudioMicrosoft Build 20242024-05-21
Shows a concrete workflow: a Prompty spec (markdown + front matter) stored in VS Code with a VS Code extension, executed via Prompt Flow or LangChain/Semantic…
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Secure your Intelligent Applications with Microsoft EntraMicrosoft Build 20242024-05-21
Shows how to programmaticly register Entra apps with Microsoft Graph or Bicep, configure built-in authentication on App Service/Container Apps (demo injects…
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Optimizing AI Applications for Production with ObservabilityMicrosoft Build 20242024-05-21
Shows how OpenTelemetry instruments AI apps end to end and proves it by wiring Python and .NET samples into a local Aspire dashboard (docker OTLP endpoint) and…
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May 18, 8amPyCon US 20242024-05-15
Eight five‑minute demos: a prototype that uses YOLOv8 + Roboflow and GitHub Copilot to scan groceries and generate gluten‑free meal plans; a student project…
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Unlocking the Parallel Universe: Subinterpreters and Free-Threading in...PyCon US 20242024-05-15
Claims that Python 3.12 subinterpreters beat multiprocessing on small overhead and that Python 3.13’s optional free-threading can run threads truly parallel…
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Beat the rush! Designing effective load tests for your web applicationPyCon AU 20232023-08-18
Load tests focus on specifics: use Locust HTTP users or a playwright user to drive realistic browser or HTTP traffic, seed test data with Nemesis not two…
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Beat the rush! Designing effective load tests for your web applicationPython Web Conf 20232023-03-13
Load tests simulate real users, not raw throughput: this talk shows building Python scenarios with Locust and browser-driven flows recorded by Playwright…
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Diversity & Inclusion WorkgroupPyCon US 20222022-04-27
Started November 2020 with 20 members, the workgroup documents concrete election problems: 2020 had four board seats and 26 nominees yet all winners are from…
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Write faster Python! Common performance anti patternsPyCon US 20222022-04-27
Starts with how to setup a sampler profiler (Austin/Scalene) and benchmark realistic inputs; then shows concrete refactors: hoist loop‑invariant expressions…
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How secure is your database? Hacking Postgres with HathiCitus Con: An Event for Postgres 20222022-04-12
A free MIT‑licensed tool called Hathi automates database dictionary attacks against Postgres (also MySQL and SQL Server): install with pip install hathi on…
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Restarting Pyjion, a general purpose JIT for Python- is it worth it?PyCon US 20212021-05-14
Project restarts Pyjion as pidgin that compiles CPython 3.9 bytecode to machine code via uses .NET 5 RyuJIT, installs with pip installable and runs on Linux…
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SPONSOR WORKSHOP / Anthony Shaw / MicrosoftPyCon US 20212021-05-14
Concrete architecture and runnable examples: a sample project with deploy scripts shows App Service instances (B1 to P3v3, up to 30), app service plans, and…
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Why is Python slow?PyCon US 20202020-04-15
CPython often shows concrete slowdowns on tight numeric loops: the n-body 7s vs 14min benchmark exposes the bytecode evaluation loop overhead. JITs win here —…
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How to write a container daemon in PythonPyCon AU 20172017-08-03
Claims a working container daemon implemented in ~140 lines of Python that pulls Docker tar layers and extracts them into a unionfs root, uses subprocess…
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