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๐ฆ๐ฒ๐ป๐ถ๐ผ๐ฟ ๐ฑ๐ฒ๐๐ ๐ฎ๐ฐ๐ฐ๐ฒ๐ฝ๐๐ฒ๐ฑ ๐๐ ๐ฐ๐ผ๐ฑ๐ฒ ๐๐๐ด๐ด๐ฒ๐๐๐ถ๐ผ๐ป๐ ๐บ๐ผ๐ฟ๐ฒ ๐ผ๐ณ๐๐ฒ๐ป ๐๐ต๐ฎ๐ป ๐ท๐๐ป๐ถ๐ผ๐ฟ๐
A University of Chicago study tracked 44,160 Cursor users over eight months.
The findings flip conventional assumptions about AI coding tools.
๐ง๐ต๐ฒ ๐ฒ๐ ๐ฝ๐ฒ๐ฟ๐ถ๐ฒ๐ป๐ฐ๐ฒ ๐ฝ๐ฎ๐ฟ๐ฎ๐ฑ๐ผ๐
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.
๐ช๐ต๐ ๐๐ฒ๐ป๐ถ๐ผ๐ฟ๐ ๐๐ถ๐ป ๐๐ถ๐๐ต ๐ฎ๐ด๐ฒ๐ป๐๐
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.
๐ง๐ต๐ฒ ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐๐ถ๐๐ ๐ป๐๐บ๐ฏ๐ฒ๐ฟ๐
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.
๐ช๐ต๐ฎ๐ ๐๐ต๐ถ๐ ๐บ๐ฒ๐ฎ๐ป๐
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:
๐น Abstraction (understanding what agents can do)
๐น Clarity (specifying intent precisely)
๐น 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.
Join : link
๐ฆ๐ฒ๐ป๐ถ๐ผ๐ฟ ๐ฑ๐ฒ๐๐ ๐ฎ๐ฐ๐ฐ๐ฒ๐ฝ๐๐ฒ๐ฑ ๐๐ ๐ฐ๐ผ๐ฑ๐ฒ ๐๐๐ด๐ด๐ฒ๐๐๐ถ๐ผ๐ป๐ ๐บ๐ผ๐ฟ๐ฒ ๐ผ๐ณ๐๐ฒ๐ป ๐๐ต๐ฎ๐ป ๐ท๐๐ป๐ถ๐ผ๐ฟ๐
A University of Chicago study tracked 44,160 Cursor users over eight months.
The findings flip conventional assumptions about AI coding tools.
๐ง๐ต๐ฒ ๐ฒ๐ ๐ฝ๐ฒ๐ฟ๐ถ๐ฒ๐ป๐ฐ๐ฒ ๐ฝ๐ฎ๐ฟ๐ฎ๐ฑ๐ผ๐
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.
๐ช๐ต๐ ๐๐ฒ๐ป๐ถ๐ผ๐ฟ๐ ๐๐ถ๐ป ๐๐ถ๐๐ต ๐ฎ๐ด๐ฒ๐ป๐๐
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.
๐ง๐ต๐ฒ ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐๐ถ๐๐ ๐ป๐๐บ๐ฏ๐ฒ๐ฟ๐
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.
๐ช๐ต๐ฎ๐ ๐๐ต๐ถ๐ ๐บ๐ฒ๐ฎ๐ป๐
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:
๐น Abstraction (understanding what agents can do)
๐น Clarity (specifying intent precisely)
๐น 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.
Join : link
โค2
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.
โ โ 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.
โ โ 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.
โ " Shake your mind ." Try to avoid stereotypical thinking.
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.
โ โ 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.
โ โ 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.
โ " Shake your mind ." Try to avoid stereotypical thinking.
Forwarded from Google Developer Group AAU (Hira)
๐ Open Mic Session: FeaturingMoรกn Bekele
Weโre excited to welcome
At Zemenu Innovations,
โจ In this session, expect:
๐น How AI, ML, and NLP research translates into real products
๐น Building dependable data pipelines for AI systems
๐น Leading tech teams as a startup CTO
๐น Open Q&A on careers, research, and innovation
๐ Date: Friday, January 02, 2025
โฐ Time: 8:00 PM / 2:00 LT
๐ Live on the GDG AAU Channel
Follow us for updates:
| Telegram | LinkedIn | Instagram | TikTok | Face Book | X
#GDGAAU #OpenMicSession
๐ฅ2
แจแแแต แฃแแญ แ แซแแแณแฝแแ แจแแญแณ แแณแแแซแฝแ แแญ แแแตแฐแณแฐแญ แจแแต แ
แญแแซแ แแณแฝแ แแฐแแ แ แญแฐแ แ
แฃแฝแแแข
แจแขแตแฎแตแซ แฅแแซแ แฃแแญ แ แณแญ 25 แแ 2018 แ.แ แฃแแฃแ แแแชแซ แแ แจแตแค แแแ แฐแแ แแฝ แจแฃแแญ แ แแแแแถแฝ แแแแแต แฅแ แแณแฅ แแแแแณแแต แจแแญแณ แแณแแแซ แแ แจแฅ แญแ แ แ แฃแธแแ::
แ แแ แแ แจแต แฃแแซแฝแ แฐแแ แแฝ แแฐแ แญแแซแ แแญแ แ แจแแณแฅ แแฅแซแธแแ แจแแญแณ แแณแแแซ แแญ แจแแซแฃแแฉแ แต แ แ แซแญ แ แฐแจแแช แฃแแ แต แ แแแแแฑแ แจแแซแแแ แตแ แ แแซแญ แ แแปแฝแทแแข
แ แแแแ แจแณแฝ แ แฐแแแ แ แจแ แ แซแญ แ แฐแ แฐแจแฐแ แแ แจแต แจแแญแณ แฐแแแญ แแฅแญแแ (16 แ แแ-FAN Number) แ แแตแแฃแต แจแฃแแญ แแณแฅ แแฅแญแแ แจแแญแณ แแณแแแซแ แแญ แซแฃแแฉ::
1. แญแ แ แแตแแแ แชแซ ๐ https://cbefayda.cbe.com.et/ แ แแซแ/ แ แแตแแฃแต แแแ แญแญแแฑแฃ
2. แจแแณแฅ แแฅแญแแ แ แตแแฅแฐแ โGet OTPโ แจแแแแ แญแซแแฃ
3. แแณแฅ แฒแจแแฑ แซแตแแแแกแตแ แจแตแแญ แแฅแญ แ แแ แแแ แต แจแฐแแแณแแฝ แตแแญ แจแฐแแจแแแตแ แจแ แแต แแ แจแแตแฅแญ แแฅแญ (OTP) แ แตแแฅแฐแ โVerify OTPโ แจแแแแ แ แแซแ แซแจแแแกแฃ
4. โLog with OTPโ แจแแแแ แญแซแแค
5. แจแแญแณ แฐแแแญ แแฅแญแแ (16 แ แแ-FAN Number) แ แตแแฅแฐแ โGet OTPโ แจแแแแ แญแซแแฃ
6. แ แตแแ แ แฐแแแณแแฝ แตแแญแ แจแฐแแจแแแตแ แจแ แแต แแ แจแแตแฅแญ แแฅแญ (OTP) แ แตแแฅแฐแ โVerifyโ แจแแแแ แ แแซแ แซแจแแแกแฃ
7. โAllowโ แจแแแแ แญแซแแฃ
8. โAccept and Updateโ แจแแแแ แฒแซแ โUpdate complete. Pending Approvalโ แจแแ แแแฅแญแต แญแแฃแแแณแแข แจแญแฐแแแข
*
Via #แจแขแตแฎแตแซ_แแแต_แฃแแญ
โก๏ธแฒแตแฐแ แฅแ แแ แซแตแธแแซแแข แตแแแ แ แฐแปแ แแ แ แฅแจแฐแแแแฝแ traffic แ แแญแ แแ แต แฐแ แต แแญแฉแตแข
แจแขแตแฎแตแซ แฅแแซแ แฃแแญ แ แณแญ 25 แแ 2018 แ.แ แฃแแฃแ แแแชแซ แแ แจแตแค แแแ แฐแแ แแฝ แจแฃแแญ แ แแแแแถแฝ แแแแแต แฅแ แแณแฅ แแแแแณแแต แจแแญแณ แแณแแแซ แแ แจแฅ แญแ แ แ แฃแธแแ::
แ แแ แแ แจแต แฃแแซแฝแ แฐแแ แแฝ แแฐแ แญแแซแ แแญแ แ แจแแณแฅ แแฅแซแธแแ แจแแญแณ แแณแแแซ แแญ แจแแซแฃแแฉแ แต แ แ แซแญ แ แฐแจแแช แฃแแ แต แ แแแแแฑแ แจแแซแแแ แตแ แ แแซแญ แ แแปแฝแทแแข
แ แแแแ แจแณแฝ แ แฐแแแ แ แจแ แ แซแญ แ แฐแ แฐแจแฐแ แแ แจแต แจแแญแณ แฐแแแญ แแฅแญแแ (16 แ แแ-FAN Number) แ แแตแแฃแต แจแฃแแญ แแณแฅ แแฅแญแแ แจแแญแณ แแณแแแซแ แแญ แซแฃแแฉ::
1. แญแ แ แแตแแแ แชแซ ๐ https://cbefayda.cbe.com.et/ แ แแซแ/ แ แแตแแฃแต แแแ แญแญแแฑแฃ
2. แจแแณแฅ แแฅแญแแ แ แตแแฅแฐแ โGet OTPโ แจแแแแ แญแซแแฃ
3. แแณแฅ แฒแจแแฑ แซแตแแแแกแตแ แจแตแแญ แแฅแญ แ แแ แแแ แต แจแฐแแแณแแฝ แตแแญ แจแฐแแจแแแตแ แจแ แแต แแ แจแแตแฅแญ แแฅแญ (OTP) แ แตแแฅแฐแ โVerify OTPโ แจแแแแ แ แแซแ แซแจแแแกแฃ
4. โLog with OTPโ แจแแแแ แญแซแแค
5. แจแแญแณ แฐแแแญ แแฅแญแแ (16 แ แแ-FAN Number) แ แตแแฅแฐแ โGet OTPโ แจแแแแ แญแซแแฃ
6. แ แตแแ แ แฐแแแณแแฝ แตแแญแ แจแฐแแจแแแตแ แจแ แแต แแ แจแแตแฅแญ แแฅแญ (OTP) แ แตแแฅแฐแ โVerifyโ แจแแแแ แ แแซแ แซแจแแแกแฃ
7. โAllowโ แจแแแแ แญแซแแฃ
8. โAccept and Updateโ แจแแแแ แฒแซแ โUpdate complete. Pending Approvalโ แจแแ แแแฅแญแต แญแแฃแแแณแแข แจแญแฐแแแข
*
Via #แจแขแตแฎแตแซ_แแแต_แฃแแญ
โก๏ธแฒแตแฐแ แฅแ แแ แซแตแธแแซแแข แตแแแ แ แฐแปแ แแ แ แฅแจแฐแแแแฝแ traffic แ แแญแ แแ แต แฐแ แต แแญแฉแตแข
cbefayda.cbe.com.et
CBE - National ID
Register customers with National ID
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.
๐ https://github.com/mihail911/modern-software-dev-assignments
Join the channel for more info : @et_open_source
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.
๐ https://github.com/mihail911/modern-software-dev-assignments
Join the channel for more info : @et_open_source
GitHub
GitHub - mihail911/modern-software-dev-assignments: Assignments for CS146S: The Modern Software Dev (Stanford University Fall 2025)
Assignments for CS146S: The Modern Software Dev (Stanford University Fall 2025) - mihail911/modern-software-dev-assignments
โค2๐1
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
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
๐Internship opportunity: Join Excellerent Technology Solutions & Launch Your Tech Career๐
โจAre 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:
๐นGain hands-on experience in tech roles
๐นWork on real projects and build skills
๐นBoost your career and network
Who Can Apply:
๐ธGraduates of 2024 or 2025
๐ธCGPA 3.5 and above
๐ธBackground in Computer Science or Software Engineering
๐ธHigh commitment, discipline, and willingness to learn
๐Send your CV to: ethiopia.recruitment@relevancelab.com
@et_open_source
โจAre 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:
๐นGain hands-on experience in tech roles
๐นWork on real projects and build skills
๐นBoost your career and network
Who Can Apply:
๐ธGraduates of 2024 or 2025
๐ธCGPA 3.5 and above
๐ธBackground in Computer Science or Software Engineering
๐ธHigh commitment, discipline, and willingness to learn
๐Send your CV to: ethiopia.recruitment@relevancelab.com
@et_open_source
โค2๐1