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AI Jobs and Career
I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.
- Full Stack Engineer [$150K-$220K]
- Software Engineer, Tooling & AI Workflow, Contract [$90/hour]
- DevOps Engineer, India, Contract [$90/hour]
- More AI Jobs Opportunitieshere
| Job Title | Status | Pay |
|---|---|---|
| Full-Stack Engineer | Strong match, Full-time | $150K - $220K / year |
| Developer Experience and Productivity Engineer | Pre-qualified, Full-time | $160K - $300K / year |
| Software Engineer - Tooling & AI Workflows (Contract) | Contract | $90 / hour |
| DevOps Engineer (India) | Full-time | $20K - $50K / year |
| Senior Full-Stack Engineer | Full-time | $2.8K - $4K / week |
| Enterprise IT & Cloud Domain Expert - India | Contract | $20 - $30 / hour |
| Senior Software Engineer | Contract | $100 - $200 / hour |
| Senior Software Engineer | Pre-qualified, Full-time | $150K - $300K / year |
| Senior Full-Stack Engineer: Latin America | Full-time | $1.6K - $2.1K / week |
| Software Engineering Expert | Contract | $50 - $150 / hour |
| Generalist Video Annotators | Contract | $45 / hour |
| Generalist Writing Expert | Contract | $45 / hour |
| Editors, Fact Checkers, & Data Quality Reviewers | Contract | $50 - $60 / hour |
| Multilingual Expert | Contract | $54 / hour |
| Mathematics Expert (PhD) | Contract | $60 - $80 / hour |
| Software Engineer - India | Contract | $20 - $45 / hour |
| Physics Expert (PhD) | Contract | $60 - $80 / hour |
| Finance Expert | Contract | $150 / hour |
| Designers | Contract | $50 - $70 / hour |
| Chemistry Expert (PhD) | Contract | $60 - $80 / hour |
How many spaces is a tab in Java, Rust, C+, Python, C#, Powershell, Golang, etc.
A tab is not made out of spaces. It is a tab, whether in Java, Python, Rust, or generic text file editing. It is represented by a single Unicode character, U+0009.
It does not generally mean “insert this many spaces here” either. It means “put the cursor at the next closest tab stop in the line”. What that means exactly depends on the context. On an old typewriter I had, a tab key would advance the roller to the next column that was a multiple of 10

That is pretty much the same function as the tab character does.
Just for reference, modern text editors have their tab stops set to either every 4 or every 8 characters. That doesn’t mean that 1 tab = 4/8 spaces, that means that putting in a tab will align the cursor with the next multiple of 4/8 columns

In mainstream IDEs you can set the tab key to insert a desired number of spaces instead of a tab character.
The concept of tab independent of space is rarely used these days. In any case, what the character represents is decoupled from what the key does is decoupled from what the screen shows.
In many IDEs, the tab character inserts the required number of spaces to advance to the next tab line. This is often a default.
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I imagine it’s a compromise between tab loving extremists and space advocates. The ideal whitespace character is a subject of intense debate among programmers.
Source: Quora
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⚽️Comparative Analysis: Top Calgary Amateur Soccer Clubs – Outdoor 2025 Season (Kids' Programs by Age Group)
- Java: Colecciones y Streams, cómo elegir la estructura correctaby M Emilia Palma (Programming on Medium) on January 22, 2026 at 8:10 pm
Java cuenta con Collection Framework, que define cómo se almacenan los datos y qué reglas deben cumplir las distintas estructuras…Continue reading on Medium »
- My programming challengeby /u/StationPersonal4902 (programming) on January 22, 2026 at 8:03 pm
I recently built Segmented Timer, a simple iOS app that lets you create a sequence of timed segments for workouts, study sessions, meditation, or anything that needs structured timing. Why this project was technically challenging Most timer apps just do one countdown — but I wanted something that could run multiple segments in a row automatically, without needing the user to tap “next” every time. That meant I had to handle: Segment scheduling: Ensuring the app correctly transitions between segments, even if the user leaves the app or locks the screen. Background execution: iOS often pauses apps in the background, so I had to build a timer system that still works reliably without draining battery. State persistence: Saving routines so users can close the app and reopen it later without losing progress. What made it interesting The most interesting part was designing the timer system to be both accurate and efficient. I didn’t just want a simple countdown — I wanted the app to feel reliable, even when interrupted by phone calls, notifications, or screen locks. To solve this, I: Used a timestamp-based system instead of relying only on repeated intervals. Stored start times and segment end times in a way that could be recalculated when the app reopened. Ensured the UI always reflected the correct remaining time, even after interruptions. What I learned This project taught me a lot about: iOS app lifecycle and background tasks Managing app state (especially when the user closes or switches apps) Creating clean UI workflows for multi-step processes Final result Segmented Timer is a clean, simple app that works exactly how I needed it to: reliable, fast, and easy to use. If you have any tips on how to make this better that would help a lot. submitted by /u/StationPersonal4902 [link] [comments]
- The Evolution and Impact of Web Scraping in the Digital Ageby A., Zeeshan (Programming on Medium) on January 22, 2026 at 8:01 pm
In an era where data has become the world’s most valuable resource, web scraping has emerged as one of the most powerful — and…Continue reading on Medium »
- Asinxron nədirby terlan sireliyev (Programming on Medium) on January 22, 2026 at 7:57 pm
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- Rust Adventures: Iterators and Closuresby Floriano Victor Peixoto (Programming on Medium) on January 22, 2026 at 7:49 pm
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- Software 2.0 Doesn’t Care If You Can Code — Only If You Can Verifyby MKWriteshere (Programming on Medium) on January 22, 2026 at 7:49 pm
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- How Laravel Authentication Really Worksby Michał Zawadzki (Programming on Medium) on January 22, 2026 at 7:48 pm
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- The Career Blind Spot That Keeps Developers Underpaidby Crafting-Code (Programming on Medium) on January 22, 2026 at 7:48 pm
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- 6 Python String Methods You’ll Use in Every Projectby Aman Kardam (PhD) (Programming on Medium) on January 22, 2026 at 7:48 pm
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- I Wrote Python for 5 Years Before I Understood These 10 Lines of Codeby B V Sarath Chandra (Programming on Medium) on January 22, 2026 at 7:48 pm
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- AI Isn’t Replacing Engineers - It’s Replacing Typistsby Rakshit Shah (Programming on Medium) on January 22, 2026 at 7:48 pm
Every few weeks, the same fear comes back.Continue reading on Level Up Coding »
- How do you find strong contributors or partners for an open source project?by /u/nirberko (programming) on January 22, 2026 at 7:26 pm
I am building an open source project in the AI agents space and I am currently in the phase of stabilizing it toward a first solid release. The project already has a clear vision, real code, and a concrete roadmap. I am working on it as a side project until it reaches a stable baseline, then I plan to do a larger announcement and push for wider adoption. I believe it can have a meaningful impact in its domain. My question is more about process than promotion. What are the best ways you have found to attract serious contributors or long-term partners for an open source project? For example: - Where do you usually look for collaborators? - What signals make you personally want to join a project? - Is it better to wait until things are very polished, or invite people earlier? Any advice or lessons learned would be really appreciated. submitted by /u/nirberko [link] [comments]
- Alternative to Make [Steel]✓by /u/roussov (programming) on January 22, 2026 at 7:14 pm
Private Rust project for building with any compiler language Release to Windows and Mac for now submitted by /u/roussov [link] [comments]
- Your Microservices architecture is failing because your Product Topology is a messby /u/ArtisticProgrammer11 (programming) on January 22, 2026 at 6:50 pm
submitted by /u/ArtisticProgrammer11 [link] [comments]
- Embrace Limitationsby /u/me_again (programming) on January 22, 2026 at 6:37 pm
Why writing a custom programming language as part of your app is like going up against a Sicilian when death is on the line submitted by /u/me_again [link] [comments]
- Building a Passkey System - Computerphileby /u/CircumspectCapybara (programming) on January 22, 2026 at 6:19 pm
submitted by /u/CircumspectCapybara [link] [comments]
- I built a lightweight, self-hosted error tracking alternative compatible with Sentry SDKsby /u/Zukonsio (programming) on January 22, 2026 at 6:16 pm
Hey everyone! I've been working on Rustrak, an open-source error tracking system that works as a drop-in replacement for Sentry. Why I built this: - Sentry is great but can be expensive or overkill for smaller projects - Self-hosted Sentry requires a lot of resources - I wanted something minimal that just works What makes it different: - Works with any existing Sentry SDK (Python, JS, Go, Rust, etc.) - no code changes needed - ~50MB memory footprint (vs. 16GB+ for self-hosted Sentry) - Single binary + PostgreSQL, no Redis or complex infrastructure - <50ms ingestion latency Tech stack: - Backend: Rust + Actix-web - Frontend: Next.js - Database: PostgreSQL It's still early but fully functional. You can be up and running in minutes with Docker. Links: - GitHub: https://github.com/AbianS/rustrak - Docs: https://abians.github.io/rustrak Would love feedback, bug reports, or feature suggestions. Happy to answer any questions! submitted by /u/Zukonsio [link] [comments]
- Building the Market Depth Chart Grafana Never Madeby /u/supercoco9 (programming) on January 22, 2026 at 6:02 pm
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- Playdate supports Go language. Compiler, SDK Bindings, Tools and Examples ⚒️by /u/AmorBielyi (programming) on January 22, 2026 at 5:45 pm
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- Modular Monolith: dependencies and communication between Modulesby /u/BinaryIgor (programming) on January 22, 2026 at 12:16 pm
Hey Programmers, As we know, most systems do not need Microservices - wisely designed Modular Monolith covers it all; but then, the question arises: How do you communicate and exchange data between different modules? In the post, I describe in more detail a few good ways in which modules might communicate with each other. Most notably: Clients/APIs - simple, in-memory method calls of dedicated interfaces Application Events - in-memory events published between modules, which can introduce coupling at the database level Outbox Pattern - in-memory events with more sophisticated sending process that does not introduce coupling at the database level, thus making it easier to separate modules physically Background Data Synchronization - does not allow modules to communicate with each other during external requests processing, which forces them to be more self-contained, independent and resilient You can go very far with properly modularized monolith and clear communication conventions of these kind. And if you ever find yourself needing to move one or two modules into separate services - that is quite straightforward as well! submitted by /u/BinaryIgor [link] [comments]
- Marginal Gains: From Worst to Olympic Goldby /u/dmp0x7c5 (programming) on January 22, 2026 at 11:51 am
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- 📱 How to build iOS home widgets in Flutterby /u/mcfly-dev (programming) on January 22, 2026 at 11:37 am
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- Do not fall for complex technologyby /u/f311a (programming) on January 22, 2026 at 11:31 am
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- A clear visual explanation of what HTTPS protectsby /u/Digitalunicon (programming) on January 22, 2026 at 11:13 am
submitted by /u/Digitalunicon [link] [comments]
- building a fast mel spectrogram library in mojo (1.5-3.6x faster than librosa)by /u/DevCoffee_ (programming) on January 22, 2026 at 10:26 am
Wrote up my experience optimizing audio preprocessing in Mojo. Went from 476ms down to 27ms for 30s audio through 9 optimization passes. Some techniques worked great (sparse filterbanks, twiddle caching), others didn't (bit-reversal LUTs, cache blocking). The interesting part was competing against librosa's Intel MKL backend. Managed 1.5-3.6x speedup depending on audio length, with better consistency too. submitted by /u/DevCoffee_ [link] [comments]
- High cardinality explained with interactive examplesby /u/ankit01-oss (programming) on January 22, 2026 at 5:23 am
We have created some good interactive examples to understand high cardinality in the context of monitoring systems. For a better experience, check out in desktop. If you want more topics explained like this, please leave a comment. submitted by /u/ankit01-oss [link] [comments]
- Essay: Performance Reviews in Big Tech: Why “Fair” Systems Still Failby /u/NoVibeCoding (programming) on January 22, 2026 at 4:57 am
No matter how they’re designed—manager discretion, calibration committees, or opaque algorithms—performance reviews in big tech reliably produce results that are neither meritocratic nor humane. In practice, compensation and promotions still hinge on a single decision-maker. I wrote a dark, deliberately cynical essay comparing Apple and Roblox, two companies where I managed teams, that tried very different approaches to performance evaluation and failed in different ways. Even if we could make these systems “fair,” I’m not convinced that’s the right goal. What people actually want isn’t better algorithms, but humane treatment and rational judgment when it matters. Originally posted in r/ExperiencedDevs. Sharing here for a broader perspective. submitted by /u/NoVibeCoding [link] [comments]
- Satya Nadella at Davos: a masterclass in saying everything while promising nothingby /u/jpcaparas (programming) on January 22, 2026 at 4:39 am
That "30-40% productivity gain" claim for GitHub Copilot? Independent research from Uplevel found a 41% increase in bugs introduced into codebases. The code got written faster. It also broke more often. I fact-checked 8 claims from Nadella's Davos interview. Only 1 held up. submitted by /u/jpcaparas [link] [comments]
- Two Catastrophic Failures Caused by "Obvious" Assumptionsby /u/Vast-Drawing-98 (programming) on January 21, 2026 at 2:56 pm
Both incidents involve smart people doing reasonable things and systems behaving exactly as designed. Mars Climate Orbiter (1999): lost because one team used Imperial units and the other used Metric. Citibank $500M error (2020): a routine interest payment turned into a principal transfer due to ambiguous UI labels. The problem wasn’t complexity but "meaning" that existed only in people’s heads. This is a breakdown of how assumptions turn into catastrophic technical debt. submitted by /u/Vast-Drawing-98 [link] [comments]
- Why Senior Engineers Let Bad Projects Failby /u/Ordinary_Leader_2971 (programming) on January 21, 2026 at 1:07 am
submitted by /u/Ordinary_Leader_2971 [link] [comments]
AI Jobs and Career
And before we wrap up today's AI news, I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.

































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