Beyond Blinky LEDs: Cultivating an Engineering Mindset Open source hardware projects often begin with simple tutorials—blink an LED, read a sensor—but rarely teach the troubleshooting and problem-solving skills required for real-world engineering. At FOSSASIA Summit 2026, Shirley highlighted the gap between ‘beginner-friendly’ guides and actual practice, where outdated documentation, confusing error messages, and abandoned libraries … Read more
DIY electronics is about more than getting an LED to blink—it’s about learning how to solve real engineering problems. In this FOSSASIA Summit 2026 session, Shirley shares the lessons she learned transitioning from software engineering to DIY electronics and IoT, highlighting the challenges that many "beginner-friendly" tutorials leave out.
From outdated documentation and hardware troubleshooting to confusing error messages and abandoned libraries, this talk explores how to move beyond step-by-step guides and develop the mindset of an engineer. A must-watch for makers, developers, educators, and anyone starting their journey in electronics and open hardware.
FOSSASIA Summit 2026 held in Bangkok, is Asia’s leading Open Source tech conference featuring sessions on #AI, #Cloud, #DevOps, #Open Hardware, #Security, #Web #Mobile Technologies, #Web3, and #Databases. Learn more: http://summit.fossasia.org
A Long March 3B rocket, carrying a communications satellite, was struck by lightning just moments after liftoff from China’s Xichang Satellite Launch Center. #RocketLaunch #Space #China #LightningStrike #Satellite
Or, you can donate whatever you want:
https://paypal.me/thelinuxexp
Liberapay: https://liberapay.com/TheLinuxExperiment/
👕 GET TLE MERCH
Support the channel AND get cool new gear: https://the-linux-experiment.creator-spring.com/
Timestamps:
00:00 Intro
00:41 Sponsor: Proton Mail
01:43 Upstream vs distros debate kicks off again
05:16 432 CVEs published in 2 days by the Linux kernel team
08:20 Flathub reviewers leaving
11:18 Flathub’s AI slop ban was probably the right call
13:11 Collabora talks about their work on the Steam Frame OS
14:51 GNOME changes how they handle CVEs
17:22 Firefox 153 released with containers
19:18 LibreOffice explains why MSOffice formats aren’t really open
22:00 JellyFin loses multiple contributors
23:11 Libx11-compat trying to keep legacy apps alive on systems without x11
25:04 How AI is changing open source
29:44 Sponsor: Tuxedo Computers
432 CVEs published in 2 days by the Linux kernel team
https://www.theregister.com/security/2026/07/22/linux-kernel-team-publishes-432-cves-in-two-days/5276497
Collabora talks about their work on the Steam Frame OS
https://www.collabora.com/news-and-blog/news-and-events/building-an-arch-linux-aarch64-port-for-holo-core.html
GNOME changes how they handle CVEs
https://blogs.gnome.org/mcatanzaro/2026/07/20/some-changes-to-gnome-security-tracking/
Video by OpenProject | Open Source Project Management via YouTube
Meetings shouldn’t end in scattered notes, forgotten action items, and lost decisions.
Every discussion should lead to clear outcomes, accountability, and progress.
With OpenProject Meetings, agendas, discussions, decisions, and action items stay connected directly to your work packages and projects, so your team always has the full context behind every decision.
✔ Plan and run structured meetings
✔ Capture decisions and action items
✔ Connect meetings directly to project work
✔ Stay aligned and improve follow-through
Watch this tutorial to discover how OpenProject Meetings help teams turn every meeting into measurable project progress and start running more productive, action-oriented meetings.
0:00 – Introduction
0:08 – Activate the Meetings module
0:33 – My meetings widget
0:52 – Create a meeting
1:20 – Edit the draft meeting: invite participants and more
1:41 – Open first meeting
1:54 – Add and edit agenda items
2:33 – Meeting statuses
2:46 – Outcomes
3:00 – Work package and outcome connection
3:10 – Meetings tab in work packages
3:23 – Meeting backlog
3:55 – Agenda item actions
3:55 – Convert an agenda item to a work package
4:10 – Move or duplicate agenda items
4:33 – Presentation mode
4:51 – Add attachments
5:00 – Export meetings in PDF format
5:14 – Duplicate meetings
5:28 – Meeting history
5:36 – Meeting templates
5:47 – Template sharing
6:23 – Search meetings using filters
6:28 – Calendar subscription
6:55 – Invitation responses
Get more useful work from every token with GPT‑5.6. In this Build Hour, you’ll learn how to choose the right model for your workload—and migrate production agents while improving speed, cost, and performance.
Charlie Guo (DevEx), Bryant Chou (Founder, Ploy) and Lorenzo Gentile (AI Engineer, Ploy) will cover how to:
• Choose between GPT‑5.6 Sol, Terra, and Luna based on intelligence, latency, and cost
• Measure and optimize cost-performance across real workloads
• Adapt evals, agent harnesses, tool schemas, and prompt caching when migrating models
• Move production agents to GPT‑5.6, featuring a customer spotlight on how Ploy achieved 2.2× faster builds at 27% lower cost
• Apply these lessons through live demos and Q&A
👉 GPT-5.6 blog: https://openai.com/index//gpt-5-6
👉 Programmatic tool-calling: https://developers.openai.com/api/docs/guides/tools-programmatic-tool-calling
👉 Compare models: https://developers.openai.com/api/docs/models/compare
👉 Migrating a production AI agent: https://ploy.ai/blog/migrating-a-production-ai-agent-to-gpt-5-6
👉 Build Hour repo: https://github.com/openai/build-hours
00:00 Introduction
02:50 Tokenmaxxing vs. valuemaxxing
07:11 Valuemaxxing Codex
15:16 Valuemaxxing your harness
23:48 Customer spotlight: Ploy’s migration to GPT-5.6
39:57 Q&A
53:13 Resources and closing
Generic LLM judges work well for broad tasks. In domain-specific settings, they often miss the nuance that subject matter experts care about.
This is Part 2 of a two-part series on evaluating a RAG agent with MLflow. In Part 1, we built the evaluation pipeline: traces, ground truth, multi-framework scorers, and a custom ChildAppropriateness judge. In Part 2, we close the loop with the alignment lifecycle: aligning that judge to SME standards using MemAlign.
What this video covers:
• Use case: The same RAG agent from Part 1 (assumes you already registered the judge and ran an initial evaluation)
• Why generic LLM-as-a-judge scorers drift from expert standards in domain-specific evaluation
• The three-stage alignment lifecycle: judge assessment → SME feedback → MemAlign alignment
• Collecting SME feedback on traces in MLflow (UI and programmatically with mlflow.log_feedback)
• Aligning the ChildAppropriateness judge with human feedback using MemAlign (semantic + episodic memory)
• Re-running evaluation with the aligned judge to improve domain-specific scoring
• How the evaluation-driven development loop and alignment lifecycle work together
Watch Part 1 first:
🎤 Speaker: Joana Mesquita, MLflow Ambassador
🔗 Repo with the code: https://github.com/joanacmesquitaf/rag-agent-mlflow-evaluation
📖 Related blog (series context): https://medium.com/@joana.c.mesquita.f/from-generic-evaluators-to-domain-experts-judge-alignment-with-mlflow-memalign-8fc34d0ad717?postPublishedType=initial
📚 MemAlign docs: https://mlflow.org/docs/latest/genai/eval-monitor/scorers/llm-judge/memalign/
What if open source could help save endangered languages? In this FOSSASIA Summit 2026 lightning talk, Chisomo Banzi introduces Starlog, an open-source platform designed to support language preservation by helping communities document, assess, and protect their linguistic heritage.
Learn how Starlog maps vocabulary coverage, empowers communities with data sovereignty, and provides collaborative workflows for elders, documenters, and language experts. Featuring real-world deployments with Shona and Paiwan, this session showcases how open technology can preserve culture, strengthen education, and support endangered languages.
FOSSASIA Summit 2026 held in Bangkok, is Asia’s leading Open Source tech conference featuring sessions on #AI, #Cloud, #DevOps, #Open Hardware, #Security, #Web #Mobile Technologies, #Web3, and #Databases. Learn more: http://summit.fossasia.org
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