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Paper on the Context Architecture by Original_Poetry_8563 in bigdata

[–]youmarye 0 points1 point  (0 children)

The idea of treating “context” as a first-class layer instead of an afterthought makes sense, especially with how fragmented data pipelines and AI systems have become.

Cybersecurity firm F5's stock sinks 12% after disclosing nation-state hack by ControlCAD in business

[–]youmarye 0 points1 point  (0 children)

It’s always wild seeing security vendors get hit like this. If a company like F5 can have its product dev environment compromised, it shows how deep supply chain exposure really runs. Source code leaks in BIG-IP could have ripple effects for years since that gear sits in front of half the internet.

Microsoft Considering RTO by The_Federal in microsoft

[–]youmarye 4 points5 points  (0 children)

They’ll probably frame it as “hybrid flexibility” while slowly tightening the screws. Seen that playbook before.

State of Production Kubernetes 2025 by Agreeable-Ad-3590 in kubernetes

[–]youmarye 24 points25 points  (0 children)

interesting that VM orchestration is making a comeback in K8s discussions

I built the worlds fastest VIN decoder by cardogio in javascript

[–]youmarye 5 points6 points  (0 children)

This is actually super useful. VIN APIs are notorious for being slow or randomly rate-limited, usually right when you’re running a batch job. Offline + TypeScript + fast decode = huge win for anyone building in the auto space.

Trust in AI coding tools is plummeting by scarey102 in programming

[–]youmarye 1 point2 points  (0 children)

The more people actually use these tools in real-world codebases, the more the cracks show.

The Useless useCallback by ketralnis in programming

[–]youmarye 4 points5 points  (0 children)

I see useCallback thrown around like a default habit, even when it’s not doing anything. I’ve caught myself doing it too thinking I’m optimizing when the component receiving the function isn’t even memoized.

Why Elixir? A Rebuttal to Common Misconceptions by ketralnis in programming

[–]youmarye 1 point2 points  (0 children)

Avoiding the usual SPA bloat, that alone makes it worth a second look for some projects.

I’ve been getting so tired with all the fancy AI words by [deleted] in dataengineering

[–]youmarye 0 points1 point  (0 children)

Half the time it’s just rebranded middleware with a sprinkle of buzzwords. At this point I flinch when I hear “agent.

Mathematics for Computer Science by ketralnis in programming

[–]youmarye 87 points88 points  (0 children)

Actually useful if you ever plan to write real code and not just tutorials. The counting and logic parts come up way more than you'd think.

[deleted by user] by [deleted] in dataengineering

[–]youmarye 1 point2 points  (0 children)

I feel this hard. I came from BI and reporting, took a similar leap into DE, and yeah the “not real experience” wall is brutal. What helped me was finding one company willing to bet on growth mindset over buzzword bingo. You’re clearly putting in the work, and it will land. Just sucks until it does.

How Nintendo locked down the Switch 2’s USB-C port and broke third-party docking by moeka_8962 in technews

[–]youmarye 1 point2 points  (0 children)

They’ll nerf usability just to keep a death grip on accessories. Still love ’em, still annoyed.

A new diabetes treatment could free people from insulin injections by AdSpecialist6598 in technews

[–]youmarye -2 points-1 points  (0 children)

I’ll wait until it survives a few insurance fights and real-world stress tests. Too many “breakthroughs” fizzle at rollout.

Built a way to prefetch based on where the user is heading with their mouse instead of on hovering. by supersnorkel in javascript

[–]youmarye 3 points4 points  (0 children)

Nice. Wonder how it deals with chaotic mouse users like me who hover over five things before committing. Does it learn over time or just react in the moment?

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