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๐—ฆ๐—ฒ๐—ป๐—ถ๐—ผ๐—ฟ ๐—ฑ๐—ฒ๐˜ƒ๐˜€ ๐—ฎ๐—ฐ๐—ฐ๐—ฒ๐—ฝ๐˜๐—ฒ๐—ฑ ๐—”๐—œ ๐—ฐ๐—ผ๐—ฑ๐—ฒ ๐˜€๐˜‚๐—ด๐—ด๐—ฒ๐˜€๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—บ๐—ผ๐—ฟ๐—ฒ ๐—ผ๐—ณ๐˜๐—ฒ๐—ป ๐˜๐—ต๐—ฎ๐—ป ๐—ท๐˜‚๐—ป๐—ถ๐—ผ๐—ฟ๐˜€

A University of Chicago study tracked 44,160 Cursor users over eight months.

The findings flip conventional assumptions about AI coding tools.

๐—ง๐—ต๐—ฒ ๐—ฒ๐˜…๐—ฝ๐—ฒ๐—ฟ๐—ถ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐—ฝ๐—ฎ๐—ฟ๐—ฎ๐—ฑ๐—ผ๐˜…

Senior engineers accept agent-generated code 6% more often for every standard deviation increase in experience. Junior engineers use agents more frequently but take less of what they generate.

This reverses the pattern with autocomplete tools, where juniors accept more suggestions.

๐—ช๐—ต๐˜† ๐˜€๐—ฒ๐—ป๐—ถ๐—ผ๐—ฟ๐˜€ ๐˜„๐—ถ๐—ป ๐˜„๐—ถ๐˜๐—ต ๐—ฎ๐—ด๐—ฒ๐—ป๐˜๐˜€

The study identified three factors:

1. Senior engineers write tighter specifications with less ambiguity. They break work into agent-compatible units.

2. They have stronger heuristics for evaluating correctness, making code review faster and more accurate.

3. Experienced developers are also more likely to instruct agents to plan before implementing. This planning step improves alignment between what the agent produces and what the developer actually wants.

๐—ง๐—ต๐—ฒ ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐˜ƒ๐—ถ๐˜๐˜† ๐—ป๐˜‚๐—บ๐—ฏ๐—ฒ๐—ฟ๐˜€

After Cursor's agent feature became the default, software output increased 39%. No significant changes in short-term quality metrics, such as revert rates, were observed over the six-month window.

Cross-sectionally, frequent agent users merge more code and work on larger-scoped changes.

๐—ช๐—ต๐—ฎ๐˜ ๐˜๐—ต๐—ถ๐˜€ ๐—บ๐—ฒ๐—ฎ๐—ป๐˜€

Agents don't replace engineering skill. They amplify it. The developers who get the most value are those who can clearly specify what they want, decompose problems effectively, and evaluate output quickly.

The paper suggests three skills matter more in an agent-assisted workflow:

๐Ÿ”น Abstraction (understanding what agents can do)
๐Ÿ”น Clarity (specifying intent precisely)
๐Ÿ”น Evaluation (assessing output against requirements)

If you're struggling with AI coding tools, the issue might not be the tool. It might be that effective agent use requires skills that traditionally mattered less when you were typing every line yourself.



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Forwarded from Startup & Business Ideas
Steve Jobs' 3 rules for success โ—๏ธ

The Apple company shook the world with such things as the iPad, iPhone and iPod, iMac computers, and the Pixar animation studio - and these are not all the achievements of the genius.

โœ… โ€œ Do what you love .โ€ Without love for the work you do, you will not be able to achieve half the success that you could achieve.

โœ… โ€œ Leave a mark on the Universe .โ€ Innovation does not have to be global in nature, it could be a project to increase productivity at an enterprise or a new device for reading vegetables for housewives, the main thing is that your idea is beneficial and makes the life of ordinary consumers easier.

โœ… " Shake your mind ." Try to avoid stereotypical thinking.
Forwarded from Google Developer Group AAU (Hira)
๐ŸŽ™ Open Mic Session: Featuring Moรกn Bekele


Weโ€™re excited to welcome Moรกn Bekele, Co-Founder & CTO of Zemenu Innovations, Software Engineer, and AI/ML & NLP Researcher, to our next Open Mic Session.

At Zemenu Innovations, Moรกn leads software development at the intersection of business impact and advanced technology โ€” building reliable data pipelines, training intelligent models, and turning AI research into practical, scalable solutions.

โœจ In this session, expect:
๐Ÿ”น How AI, ML, and NLP research translates into real products
๐Ÿ”น Building dependable data pipelines for AI systems
๐Ÿ”น Leading tech teams as a startup CTO
๐Ÿ”น Open Q&A on careers, research, and innovation



๐Ÿ“… Date: Friday, January 02, 2025
โฐ Time: 8:00 PM / 2:00 LT
๐Ÿ“ Live on the GDG AAU Channel

Follow us for updates:
| Telegram  | LinkedIn  | Instagram | TikTok | Face Book | X

#GDGAAU #OpenMicSession
๐Ÿ”ฅ2
๐Ÿ‘1๐Ÿ†1
Jan 01, 2026
แ‹จแŠ•แŒแ‹ต แ‰ฃแŠ•แŠญ แŠ แŠซแ‹แŠ•แ‰ณแ‰ฝแˆแŠ• แŠจแ‹แ‹ญแ‹ณ แˆ˜แ‰ณแ‹ˆแ‰‚แ‹ซแ‰ฝแˆ แŒ‹แˆญ แˆˆแˆ›แˆตแ‰ฐแˆณแˆฐแˆญ แ‹จแŒแ‹ต แ‰…แˆญแŠ•แŒซแ แˆ„แ‹ณแ‰ฝแˆ แˆ˜แˆฐแˆˆแ แŠ แ‹ญแ‰ฐแ‰ แ‰…แ‰ฃแ‰ฝแˆแˆแข

แ‹จแŠขแ‰ตแ‹ฎแŒตแ‹ซ แ‰ฅแˆ”แˆซแ‹Š แ‰ฃแŠ•แŠญ แŠ…แ‹ณแˆญ 25 แ‰€แŠ• 2018 แ‹“.แˆ แ‰ฃแ‹ˆแŒฃแ‹ แˆ˜แˆ˜แˆชแ‹ซ แˆ˜แˆ แˆจแ‰ตแค แˆแˆ‰แˆ แ‹ฐแŠ•แ‰ แŠžแ‰ฝ แ‹จแ‰ฃแŠ•แŠญ แŠ แŒˆแˆแŒแˆŽแ‰ถแ‰ฝ แˆˆแˆ›แŒแŠ˜แ‰ต แŠฅแŠ“ แˆ’แˆณแ‰ฅ แˆˆแˆ›แŠ•แ‰€แˆณแ‰€แˆต แ‹จแ‹แ‹ญแ‹ณ แˆ˜แ‰ณแ‹ˆแ‰‚แ‹ซ แˆ›แ‰…แˆจแ‰ฅ แ‹ญแŒ แ‰ แ‰…แ‰ฃแ‰ธแ‹‹แˆ::

แ‰ แ‹šแˆ… แˆ˜แˆ แˆจแ‰ต แ‰ฃแŠ•แŠซแ‰ฝแŠ• แ‹ฐแŠ•แ‰ แŠžแ‰ฝ แ‹ˆแ‹ฐแ‰…แˆญแŠ•แŒซแ แ‰€แˆญแ‰ แ‹ แ‹จแˆ’แˆณแ‰ฅ แ‰แŒฅแˆซแ‰ธแ‹แŠ• แŠจแ‹แ‹ญแ‹ณ แˆ˜แ‰ณแ‹ˆแ‰‚แ‹ซ แŒ‹แˆญ แŠจแˆšแ‹ซแŒฃแˆแˆฉแ‰ แ‰ต แŠ แˆ แˆซแˆญ แ‰ แ‰ฐแŒจแˆ›แˆช แ‰ฃแˆ‰แ‰ แ‰ต แŠ แŒˆแˆแŒแˆŽแ‰ฑแŠ• แ‹จแˆšแ‹ซแŒˆแŠ™แ‰ แ‰ตแŠ• แŠ แˆ›แˆซแŒญ แŠ แˆ˜แ‰ปแ‰ฝแ‰ทแˆแข

แ‰ แˆ˜แˆ†แŠ‘แˆ แŠจแ‰ณแ‰ฝ แ‰ แ‰ฐแ‰€แˆ˜แŒ แ‹ แ‹จแŠ แˆ แˆซแˆญ แ‰…แ‹ฐแˆ แ‰ฐแŠจแ‰ฐแˆ แˆ˜แˆ แˆจแ‰ต แ‹จแ‹แ‹ญแ‹ณ แ‰ฐแˆˆแ‹‹แŒญ แ‰แŒฅแˆญแ‹ŽแŠ• (16 แŠ แˆ€แ‹-FAN Number) แ‰ แˆ›แˆตแŒˆแ‰ฃแ‰ต แ‹จแ‰ฃแŠ•แŠญ แˆ’แˆณแ‰ฅ แ‰แŒฅแˆญแ‹ŽแŠ• แŠจแ‹แ‹ญแ‹ณ แˆ˜แ‰ณแ‹ˆแ‰‚แ‹ซแ‹Ž แŒ‹แˆญ แ‹ซแŒฃแˆแˆฉ::

1. แ‹ญแˆ…แŠ• แˆ›แˆตแˆแŠ•แŒ แˆชแ‹ซ ๐Ÿ‘‰ https://cbefayda.cbe.com.et/ แ‰ แˆ˜แŒซแŠ•/ แ‰ แˆ›แˆตแŒˆแ‰ฃแ‰ต แŒˆแแŠ• แ‹ญแŠญแˆแ‰ฑแฃ
2. แ‹จแˆ‚แˆณแ‰ฅ แ‰แŒฅแˆญแ‹ŽแŠ• แŠ แˆตแŒˆแ‰ฅแ‰ฐแ‹ โ€˜Get OTPโ€™ แ‹จแˆšแˆˆแ‹แŠ• แ‹ญแŒซแŠ‘แฃ
3. แˆ’แˆณแ‰ฅ แˆฒแŠจแแ‰ฑ แ‹ซแˆตแˆ˜แ‹˜แŒˆแ‰กแ‰ตแŠ• แ‹จแˆตแˆแŠญ แ‰แŒฅแˆญ แ‰ แˆšแŒ แ‰€แˆ™แ‰ แ‰ต แ‹จแ‰ฐแŠ•แ‰€แˆณแ‰ƒแˆฝ แˆตแˆแŠญ แ‹จแ‰ฐแˆ‹แŠจแˆแ‹Žแ‰ตแŠ• แ‹จแŠ แŠ•แ‹ต แŒŠแ‹œ แ‹จแˆšแˆตแŒฅแˆญ แ‰แŒฅแˆญ (OTP) แŠ แˆตแŒˆแ‰ฅแ‰ฐแ‹ โ€œVerify OTPโ€ แ‹จแˆšแˆˆแ‹แŠ• แ‰ แˆ˜แŒซแŠ• แ‹ซแˆจแŒ‹แŒแŒกแฃ
4. โ€œLog with OTPโ€ แ‹จแˆšแˆˆแ‹แŠ• แ‹ญแŒซแŠ‘แค
5. แ‹จแ‹แ‹ญแ‹ณ แ‰ฐแˆˆแ‹‹แŒญ แ‰แŒฅแˆญแ‹ŽแŠ• (16 แŠ แˆ€แ‹-FAN Number) แŠ แˆตแŒˆแ‰ฅแ‰ฐแ‹ โ€˜Get OTPโ€™ แ‹จแˆšแˆˆแ‹แŠ• แ‹ญแŒซแŠ‘แฃ
6. แ‰ แ‹ตแŒ‹แˆš แ‰ แ‰ฐแŠ•แ‰€แˆณแ‰ƒแˆฝ แˆตแˆแŠญแ‹Ž แ‹จแ‰ฐแˆ‹แŠจแˆแ‹Žแ‰ตแŠ• แ‹จแŠ แŠ•แ‹ต แŒŠแ‹œ แ‹จแˆšแˆตแŒฅแˆญ แ‰แŒฅแˆญ (OTP) แŠ แˆตแŒˆแ‰ฅแ‰ฐแ‹ โ€œVerifyโ€ แ‹จแˆšแˆˆแ‹แŠ• แ‰ แˆ˜แŒซแŠ• แ‹ซแˆจแŒ‹แŒแŒกแฃ
7. โ€œAllowโ€ แ‹จแˆšแˆˆแ‹แŠ• แ‹ญแŒซแŠ‘แฃ
8. โ€œAccept and Updateโ€ แ‹จแˆšแˆˆแ‹แŠ• แˆฒแŒซแŠ‘ โ€œUpdate complete. Pending Approvalโ€ แ‹จแˆšแˆ แˆ˜แˆแŠฅแŠญแ‰ต แ‹ญแˆ˜แŒฃแˆแ‹Žแ‰ณแˆแข แŒจแˆญแˆฐแ‹‹แˆแข

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Via #แ‹จแŠขแ‰ตแ‹ฎแŒตแ‹ซ_แŠ•แŒแ‹ต_แ‰ฃแŠ•แŠญ

โžก๏ธแˆฒแˆตแ‰ฐแˆ™ แ‰ฅแ‹™ แŒŠแ‹œ แ‹ซแˆตแ‰ธแŒแˆซแˆแข แˆตแˆˆแ‹šแˆ… แ‰ แ‰ฐแ‰ปแˆˆ แˆ˜แŒ แŠ• แŠฅแ‹จแ‹ฐแŒ‹แŒˆแˆ›แ‰ฝแˆ traffic แ‰ แˆ›แ‹ญแ‰ แ‹›แ‰ แ‰ต แˆฐแŠ แ‰ต แˆžแŠญแˆฉแ‰ตแข
All assignments for Stanford's The Modern Software Developer are now available online.

This is the first comprehensive university course covering how coding LLMs are transforming every stage of the software development life cycle. The assignments are intended to take you from noob to expert in how to use AI to improve your software engineering productivity.

๐Ÿ”— https://github.com/mihail911/modern-software-dev-assignments

Join the channel for more info : @et_open_source
โค2๐Ÿ‘1
๐Ÿ–ฅ ChatGPT Secret Prompts to Become Superhuman
๐Ÿ‘2
A fully sponsored training program centred on fundamental coding and programming has been introduced by MultiChoice Africa-DStv in partnership with Yenetta Codes Academy.

The initiative is specifically designed for public school students residing in Addis Ababa. The primary goal of the program is to provide digital skill development to students who demonstrate a high level of commitment to learning technology.

Selected participants will undergo structured, hands-on instruction at the Yenetta Codes Academy facilities.

You must first complete the Google form that is attached below in order to take part: https://forms.gle/x5QNsZJqfQPm3Diy9

@et_open_source
๐ŸŒŸInternship opportunity: Join Excellerent Technology Solutions & Launch Your Tech Career๐ŸŒŸ

โœจAre you a recent Computer Science or Software Engineering graduate ready to launch your tech career? Excellerent Technology Solutions โ€“ Ethiopia Delivery Center is offering internship opportunities for 2024 & 2025 graduates who are passionate about technology and eager to learn in a professional environment.

Internship & Career Areas:
-Software Development
-QA / Testing
-Data Engineering
-Database Development

Why Join:
๐Ÿ”นGain hands-on experience in tech roles
๐Ÿ”นWork on real projects and build skills
๐Ÿ”นBoost your career and network

Who Can Apply:
๐Ÿ”ธGraduates of 2024 or 2025
๐Ÿ”ธCGPA 3.5 and above
๐Ÿ”ธBackground in Computer Science or Software Engineering
๐Ÿ”ธHigh commitment, discipline, and willingness to learn

๐Ÿ”—Send your CV to: ethiopia.recruitment@relevancelab.com

@et_open_source
โค2๐Ÿ‘1