Sr. Content Developer at Microsoft, working remotely in PA, TechBash conference organizer, former Microsoft MVP, Husband, Dad and Geek.
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The TechBeat: Coding Rust With Claude Code and Codex (12/28/2025)

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How are you, hacker? 🪐Want to know what's trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## The Hidden Cost of AI: Why It’s Making Workers Smarter, but Organisations Dumber By @yuliiaharkusha [ 8 Min read ] AI boosts individual performance but weakens organisational thinking. Why smarter workers and faster tools can leave companies less intelligent than before. Read More.

Best Amazon Scraper APIs for 2025: Top Picks Compared

By @oxylabs [ 9 Min read ] Compare the best Amazon Scraper APIs for 2025, analyzing speed, pricing, reliability, and features for scalable eCommerce data extraction. Read More.

Should You Trust Your VPN Location?

By @ipinfo [ 9 Min read ] IPinfo reveals how most VPNs misrepresent locations and why real IP geolocation requires active measurement, not claims. Read More.

How to Build an n8n Automation to Read Kibana Logs and Analyze Them With an LLM

By @indrivetech [ 6 Min read ] How we built an n8n automation that reads Kibana logs, analyzes them with an LLM, and returns human-readable incident summaries in Slack Read More.

Secury Wallet Unveils Next-Generation Multichain Crypto Wallet With Chat to Pay, Opens $SEC Presale

By @btcwire [ 2 Min read ] The project has opened the $SEC token presale, including early staking opportunities offering up to 100% APY during the presale phase. Chat to Pay is an instant Read More.

Debunking the "99.8% Accurate IP Data" Claim

By @ipinfo [ 4 Min read ] IPinfo explains why ‘99% accurate IP data’ is misleading and how real accuracy requires ongoing measurement, transparency, and ProbeNet validation. Read More.

Tech's Attempt To Conquer Hollywood

By @3techpolls [ 5 Min read ] AI has been a major force in seemingly every career field. Now, it seems to have set its eyes somewhere else: Hollywood. Read More.

The Architecture of Collaboration: A Practical Framework for Human-AI Interaction

By @theakashjindal [ 7 Min read ] AI focus shifts from automation to augmentation ("Collaborative Intelligence"), pairing AI speed with human judgment to boost productivity. Read More.

Can ChatGPT Outperform the Market? Week 18

By @nathanbsmith729 [ 7 Min read ] Monday marked a new max drawdown of -45.85%. Read More.

Can ChatGPT Outperform the Market? Week 20

By @nathanbsmith729 [ 6 Min read ] I need YOUR help for the future! Read More.

Why Good Products Feel Broken

By @tanyadonska [ 4 Min read ] Lost $240K to a slower competitor. Users said our 400ms queries 'felt too fast to be real.' Started adding artificial delays on purpose. Trust isn't speed. Read More.

How DataHaven's Camp Haven XP System Plans to Build a Decentralized Storage Network

By @ishanpandey [ 5 Min read ] DataHaven has launched Camp Haven, an activation campaign that doubles as a large-scale stress test for its AI-focused decentralized storage platform. Read More.

What I Learned From Crossing Marc Andreessen's Radar

By @1uc4sm4theus [ 2 Min read ] What it means to earn attention in a saturated ecosystem — not through networking, but through clarity, substance, and well-structured thinking. Read More.

Grok Just Got a Voice (And It’s Cheaper Than Your OpenAI Bill)

By @siddheshsurve [ 3 Min read ] The API is compatible with the OpenAI Realtime API specification. Read More.

SpaceX Goes Public: The Hidden Question Every Tesla Investor Should Ask

By @hunterthomas [ 4 Min read ] SpaceX is going public in 2026 at a potential $1.5 trillion valuation. Read More.

Best AI Automation Platforms for Building Smarter Workflows in 2026

By @stevebeyatte [ 7 Min read ] From no-code tools to enterprise AI systems, discover the top AI workflow automation platforms to use in 2026, and learn which solution fits your business needs Read More.

2 Billion Requests, 100ms Deadlines, $10k a Month: Engineering a Lean Global RTB System

By @shashanksingla [ 8 Min read ] Inside a lean RTB system processing 350M daily requests with sub-100ms latency, built by a 3-person team on a $10k cloud budget. Read More.

Coding Rust With Claude Code and Codex

By @tigranbs [ 10 Min read ] How Rust's strict compiler transforms AI coding tools into reliable pair programmers and why the language is uniquely positioned for the age of agentic coding Read More.

Java’s Growing Graveyard: The Old APIs Being Buried—and What Replaced Them

By @akiradoko [ 9 Min read ] The Java “tomb” is filling up. Here’s what’s being buried—and what you should use instead. Read More.

Web3 jobs in 2025: why the market is not coming back, but growing up

By @benoitk14 [ 3 Min read ] Web3 jobs in 2025 are growing again, but the market has matured. Less hype, more regulation, senior talent, and new community-driven hiring models. Read More. 🧑‍💻 What happened in your world this week? It's been said that writing can help consolidate technical knowledge, establish credibility, and contribute to emerging community standards. Feeling stuck? We got you covered ⬇️⬇️⬇️ ANSWER THESE GREATEST INTERVIEW QUESTIONS OF ALL TIME We hope you enjoy this worth of free reading material. Feel free to forward this email to a nerdy friend who'll love you for it. See you on Planet Internet! With love, The HackerNoon Team ✌️

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alvinashcraft
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Pennsylvania, USA
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People Who Drink Bottled Water on a Daily Basis Ingest 90,000 More Microplastic Particles Each Year

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Drinking water in plastic bottles contains countless particles too small to see. New research finds that people who drink water from them on a daily basis ingest far more microplastics than those who don’t.
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alvinashcraft
9 minutes ago
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C# 14 Null-conditional Assignment: Complete Guide to Elegant Null Handling

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If you've been working with C# since the introduction of null-conditional operators in C# 6.0, you've likely appreciated how ?. and ?[] simplified null-checking when reading values. But what about writing values conditionally? That's where C# 14's null-conditional assignment comes in—and it's a nice improvement for modern C# development.

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alvinashcraft
11 minutes ago
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Task.Delay fails if you wait longer than 49.7 days

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Task.Delay fails if you wait longer than 49.7 days. So something like: await Task.Delay(TimeSpan.FromDays(50)); will fail. But why and should you care?

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alvinashcraft
11 minutes ago
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F# Weekly #52, 2025 – Happy New Year

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Welcome to F# Weekly,

A roundup of F# content from this past week:

News

Videos

"F# Advent Calendar in English 2025" is complete and all slots are filled 🎉 #fsharp #fsadvent sergeytihon.com/2025/11/03/f…

Sergey Tihon 🦔🦀 (@sergeytihon.com) 2025-12-27T09:13:55.112Z

Blogs & FsAdvent

F# vNext

Highlighted projects

New Releases

OK, the code is here – github.com/Krzysztof-Ci…I've cooked. Do not enjoy it. Cheers.#fsharp

Krzysztof Cieslak (@kcieslak.io) 2025-12-22T21:38:20.586Z

That’s all for now. Have a great week.

If you want to help keep F# Weekly going, click here to jazz me with Coffee!

Buy Me A Coffee





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alvinashcraft
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Sal Khan: Companies Should Give 1% of Profits To Retrain Workers Displaced By AI

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"I believe artificial intelligence will displace workers at a scale many people don't yet realize," says Sal Kahn (founder/CEO of the nonprofit Khan Academy). But in an op-ed in the New York Times he also proposes a solution that "could change the trajectory of the lives of millions who will be displaced..." "I believe that every company benefiting from automation — which is most American companies — should... dedicate 1 percent of its profits to help retrain the people who are being displaced." This isn't charity. It is in the best interest of these companies. If the public sees corporate profits skyrocketing while livelihoods evaporate, backlash will follow — through regulation, taxes or outright bans on automation. Helping retrain workers is common sense, and such a small ask that these companies would barely feel it, while the public benefits could be enormous... Roughly a dozen of the world's largest corporations now have a combined profit of over a trillion dollars each year. One percent of that would create a $10 billion annual fund that, in part, could create a centralized skill training platform on steroids: online learning, ways to verify skills gained and apprenticeships, coaching and mentorship for tens of millions of people. The fund could be run by an independent nonprofit that would coordinate with corporations to ensure that the skills being developed are exactly what are needed. This is a big task, but it is doable; over the past 15 years, online learning platforms have shown that it can be done for academic learning, and many of the same principles apply for skill training. "The problem isn't that people can't work," Khan writes in the essay. "It's that we haven't built systems to help them continue learning and connect them to new opportunities as the world changes rapidly." To meet the challenges, we don't need to send millions back to college. We need to create flexible, free paths to hiring, many of which would start in high school and extend through life. Our economy needs low-cost online mechanisms for letting people demonstrate what they know. Imagine a model where capability, not how many hours students sit in class, is what matters; where demonstrated skills earn them credit and where employers recognize those credits as evidence of readiness to enter an apprenticeship program in the trades, health care, hospitality or new categories of white-collar jobs that might emerge... There is no shortage of meaningful work — only a shortage of pathways into it. Thanks to long-time Slashdot reader destinyland for sharing the article.

Read more of this story at Slashdot.

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alvinashcraft
3 hours ago
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