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    <updated>2026-05-06T23:13:58+10:00</updated>
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            <entry>
            <id>https://links.pgmac.net.au/links/1614</id>
            <title type="text"><![CDATA[I found 39 Algolia admin keys exposed across open source documentation sites]]></title>
            <link rel="alternate" href="https://benzimmermann.dev/blog/algolia-docsearch-admin-keys" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/1614"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[A systematic audit of Algolia DocSearch found 39 admin API keys exposed across projects like Home Assistant, KEDA, and vcluster.]]>
            </summary>
            <updated>2026-03-14T15:58:17+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/1548</id>
            <title type="text"><![CDATA[I built Timeframe, our family e-paper dashboard]]></title>
            <link rel="alternate" href="https://hawksley.org/2026/02/17/timeframe.html" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/1548"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[]]>
            </summary>
            <updated>2026-02-23T14:14:46+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/1520</id>
            <title type="text"><![CDATA[Your Desk Needs an ESP32 DataDisplay Terminal - Hackster.io]]></title>
            <link rel="alternate" href="https://www.hackster.io/news/your-desk-needs-an-esp32-datadisplay-terminal-0e1562b5c473.amp" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/1520"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[Turn your desk into a command center with this 3D-printed ESP32 terminal that displays the weather, time, date, and more.]]>
            </summary>
            <updated>2026-02-17T10:29:31+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/1505</id>
            <title type="text"><![CDATA[Show HN: Data Engineering Book – An open source, community-driven guide]]></title>
            <link rel="alternate" href="https://github.com/datascale-ai/data_engineering_book/blob/main/README_en.md" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/1505"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[data engineering book. Contribute to datascale-ai/data_engineering_book development by creating an account on GitHub.]]>
            </summary>
            <updated>2026-02-14T18:21:45+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/1393</id>
            <title type="text"><![CDATA[How much of my observability data is waste?]]></title>
            <link rel="alternate" href="https://usetero.com/blog/the-question-your-observability-vendor-wont-answer" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/1393"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[After a decade in observability, I kept bumping into one question no vendor would answer: how much of your data is waste?]]>
            </summary>
            <updated>2026-01-15T13:24:39+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/1280</id>
            <title type="text"><![CDATA[The CRDT Dictionary: A Field Guide to Conflict-Free Replicated Data Types]]></title>
            <link rel="alternate" href="https://www.iankduncan.com/engineering/2025-11-27-crdt-dictionary/" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/1280"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[A comprehensive guide to CRDTs and their tradeoffs, from counters to sequences. Written in the spirit of the Typeclassopedia, exploring how different CRDTs solve the distributed consensus puzzle.]]>
            </summary>
            <updated>2025-11-30T13:39:26+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/1140</id>
            <title type="text"><![CDATA[Show HN: Timelinize – Privately organize your own data from everywhere, locally]]></title>
            <link rel="alternate" href="https://timelinize.com" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/1140"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[Timelinize (&amp;quot;time-lynn-eyes&amp;quot;) is an open source personal archival suite, designed for modern family history. It organizes all your data onto a single, unified timeline on your own computer.]]>
            </summary>
            <updated>2025-10-12T17:33:05+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/1081</id>
            <title type="text"><![CDATA[LabPlot – Scientific plotting and data analysis]]></title>
            <link rel="alternate" href="https://labplot.org/" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/1081"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[]]>
            </summary>
            <updated>2025-08-23T11:01:27+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/1071</id>
            <title type="text"><![CDATA[Registry of Open Data on AWS]]></title>
            <link rel="alternate" href="https://registry.opendata.aws/" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/1071"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[]]>
            </summary>
            <updated>2025-08-13T11:31:55+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/1047</id>
            <title type="text"><![CDATA[Do not download the app, use the website]]></title>
            <link rel="alternate" href="https://idiallo.com/blog/dont-download-apps" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/1047"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[Apps often demand excessive permissions, accessing your contacts, location, and more. Discover why sticking to your browser offers better privacy and control.]]>
            </summary>
            <updated>2025-07-26T09:05:55+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/902</id>
            <title type="text"><![CDATA[ASD releases joint advice on AI data security – ARN]]></title>
            <link rel="alternate" href="https://www.arnnet.com.au/article/3993677/asd-releases-joint-advice-on-ai-data-security.html" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/902"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[The Australian Securities Directorate (ASD), in collaboration with international partners, has come with new advice on best practices for securing data throughout the artificial intelligence (AI) and machine learning (ML) system lifecycle.]]>
            </summary>
            <updated>2025-05-28T01:12:09+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/878</id>
            <title type="text"><![CDATA[You Wouldn&amp;#039;t Download a Hacker News]]></title>
            <link rel="alternate" href="https://www.jasonthorsness.com/25" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/878"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[You Wouldn&amp;#039;t Download a Hacker News]]>
            </summary>
            <updated>2025-05-28T01:08:09+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/765</id>
            <title type="text"><![CDATA[Has the TikTok Ban Already Backfired on US Cybersecurity?]]></title>
            <link rel="alternate" href="https://www.darkreading.com/threat-intelligence/tiktok-ban-backfired-us-cybersecurity" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/765"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[]]>
            </summary>
            <updated>2025-05-28T00:49:12+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/686</id>
            <title type="text"><![CDATA[Visprex]]></title>
            <link rel="alternate" href="https://www.visprex.com/" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/686"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[Visualise your CSV files in seconds without sending your data anywhere]]>
            </summary>
            <updated>2026-01-21T04:00:53+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/669</id>
            <title type="text"><![CDATA[TypeSchema]]></title>
            <link rel="alternate" href="https://typeschema.org/" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/669"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[TypeSchema is a JSON specification to describe data models in a programming language neutral format.]]>
            </summary>
            <updated>2026-01-21T04:00:20+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/660</id>
            <title type="text"><![CDATA[drasi-project/drasi-platform]]></title>
            <link rel="alternate" href="https://github.com/drasi-project/drasi-platform" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/660"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[The Data Change Processing platform. Contribute to drasi-project/drasi-platform development by creating an account on GitHub.]]>
            </summary>
            <updated>2026-01-19T04:00:52+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/653</id>
            <title type="text"><![CDATA[An easy to use powerful and reliable system to process and distribute data]]></title>
            <link rel="alternate" href="https://nifi.apache.org/?s=09" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/653"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[Apache NiFi is an easy to use, powerful, and reliable system to process and distribute data]]>
            </summary>
            <updated>2026-01-14T04:00:45+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/636</id>
            <title type="text"><![CDATA[What was the song of the summer? Nobody knows - Sherwood News]]></title>
            <link rel="alternate" href="https://sherwood.news/culture/song-of-the-summer-measuring-music-popularity-challenges/" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/636"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[]]>
            </summary>
            <updated>2026-01-10T04:00:56+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/617</id>
            <title type="text"><![CDATA[sq | wrangle data]]></title>
            <link rel="alternate" href="https://sq.io/" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/617"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[sq data wrangler]]>
            </summary>
            <updated>2026-01-10T04:00:13+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/612</id>
            <title type="text"><![CDATA[Search for Charts by Data Visualization Functions]]></title>
            <link rel="alternate" href="https://datavizcatalogue.com/search.html" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/612"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[The Data Visualisation Catalogue, helping you find the right data visualization method for your data]]>
            </summary>
            <updated>2026-01-06T08:00:28+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/473</id>
            <title type="text"><![CDATA[Show HN: Open-source BI and analytics for engineers]]></title>
            <link rel="alternate" href="https://github.com/quarylabs/quary" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/473"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[Open-source BI for engineers. Contribute to quarylabs/quary development by creating an account on GitHub.]]>
            </summary>
            <updated>2025-12-11T12:00:29+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/453</id>
            <title type="text"><![CDATA[https://camel.apache.org/?s=09]]></title>
            <link rel="alternate" href="https://camel.apache.org/?s=09" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/453"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[Camel is an open source integration framework that empowers you to quickly and easily integrate various systems consuming or producing data.]]>
            </summary>
            <updated>2025-11-28T04:00:47+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/358</id>
            <title type="text"><![CDATA[https://datablocks.pro/]]></title>
            <link rel="alternate" href="https://datablocks.pro/" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/358"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[]]>
            </summary>
            <updated>2026-01-22T16:00:28+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/332</id>
            <title type="text"><![CDATA[https://github.com/TomWright/dasel]]></title>
            <link rel="alternate" href="https://github.com/TomWright/dasel" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/332"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[Select, put and delete data from JSON, TOML, YAML, XML and CSV files with a single tool. Supports conversion between formats and can be used as a Go package. - TomWright/dasel]]>
            </summary>
            <updated>2026-01-20T06:00:27+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/295</id>
            <title type="text"><![CDATA[Show HN: Interface for all digital aspects of my life]]></title>
            <link rel="alternate" href="https://beepb00p.xyz/hpi.html" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/295"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[]]>
            </summary>
            <updated>2026-01-19T06:00:12+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/202</id>
            <title type="text"><![CDATA[Building Recommendation Systems using Python - CodeProject]]></title>
            <link rel="alternate" href="https://www.codeproject.com/Articles/1251123/Building-Recommendation-Systems-using-Python" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/202"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[For those who code]]>
            </summary>
            <updated>2026-03-25T00:00:37+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/170</id>
            <title type="text"><![CDATA[New - Registry of Open Data on AWS (RODA)]]></title>
            <link rel="alternate" href="https://aws.amazon.com/blogs/aws/new-registry-of-open-data-on-aws-roda/" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/170"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[Almost a decade ago, my colleague Deepak Singh introduced the AWS Public Datasets in his post Paging Researchers, Analysts, and Developers. I’m happy to report that Deepak is still an important part of the AWS team and that the Public Datasets program is still going strong! Today we are announcing a new take on open […]]]>
            </summary>
            <updated>2026-02-06T16:00:26+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/154</id>
            <title type="text"><![CDATA[Data Driven Decisions - Amazon Web Services (AWS)]]></title>
            <link rel="alternate" href="https://aws.amazon.com/campaigns/data-driven-decisions/" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/154"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[Make more informed decisions, improve operations, and differentiate with generative AI
]]>
            </summary>
            <updated>2026-03-19T06:00:25+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/145</id>
            <title type="text"><![CDATA[https://aws.amazon.com/blogs/security/addressing-data-residency-with-aws/?sc_channel=sm&amp;amp;sc_campaign=AWS_Security&amp;amp;sc_publisher=TWITTER&amp;amp;sc_country=Security%20&amp;amp;%20Identity&amp;amp;sc_geo=GLOBAL&amp;amp;sc_outcome=awareness&amp;amp;trk=_TWITTER&amp;amp;sc_content=dataresidencywhitepaper&amp;amp;sc_category=AWS_Identity_and_Access_Management&amp;amp;linkId=47676704]]></title>
            <link rel="alternate" href="https://aws.amazon.com/blogs/security/addressing-data-residency-with-aws/?sc_channel=sm&amp;sc_campaign=AWS_Security&amp;sc_publisher=TWITTER&amp;sc_country=Security%20&amp;%20Identity&amp;sc_geo=GLOBAL&amp;sc_outcome=awareness&amp;trk=_TWITTER&amp;sc_content=dataresidencywhitepaper&amp;sc_category=AWS_Identity_and_Access_Management&amp;linkId=47676704" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/145"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[AWS has released a new whitepaper that has been requested by many AWS customers: AWS Policy Perspectives: Data Residency. Data residency is the requirement that all customer content processed and stored in an IT system must remain within a specific country’s borders, and it is one of the foremost concerns of governments that want to […]]]>
            </summary>
            <updated>2026-03-18T08:00:19+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/113</id>
            <title type="text"><![CDATA[Open source Business intelligence platform made with Python]]></title>
            <link rel="alternate" href="https://superset.apache.org/" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/113"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[]]>
            </summary>
            <updated>2026-03-06T22:00:42+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/67</id>
            <title type="text"><![CDATA[OpenRefine]]></title>
            <link rel="alternate" href="https://openrefine.org/" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/67"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[]]>
            </summary>
            <updated>2026-04-20T02:00:41+10:00</updated>
        </entry>
            <entry>
            <id>https://links.pgmac.net.au/links/30</id>
            <title type="text"><![CDATA[Introduction to Circos Features and Uses // CIRCOS Circular Genome Data Vi]]></title>
            <link rel="alternate" href="https://circos.ca/" />
            <link rel="via" type="application/atom+xml" href="https://links.pgmac.net.au/links/30"/>
            <author>
                <name><![CDATA[Paul Macdonnell]]></name>
            </author>
            <summary type="text">
                <![CDATA[]]>
            </summary>
            <updated>2026-05-04T00:00:46+10:00</updated>
        </entry>
    </feed>
