๐ Paid Internship Opportunity โ Backend Developer (Node.js / PostGIS)
AmbaLay Maps is building local mapping & location intelligence infrastructure for Ethiopia and Africa.
Weโre looking for a Backend Developer Intern who wants to learn by building real systems, not just tutorials.
What youโll work on
- Node.js backend APIs
- PostgreSQL / PostGIS
- Location & map-based data
Who should apply
- CS / Software / IT students or recent graduates
- Node.js knowledge
- Curious, disciplined, and willing to learn
(GIS experience is a plus, not required)
Apply here or send your CV / GitHub to:
jobs@ambalaymaps.com
Join: link
AmbaLay Maps is building local mapping & location intelligence infrastructure for Ethiopia and Africa.
Weโre looking for a Backend Developer Intern who wants to learn by building real systems, not just tutorials.
What youโll work on
- Node.js backend APIs
- PostgreSQL / PostGIS
- Location & map-based data
Who should apply
- CS / Software / IT students or recent graduates
- Node.js knowledge
- Curious, disciplined, and willing to learn
(GIS experience is a plus, not required)
Apply here or send your CV / GitHub to:
jobs@ambalaymaps.com
Join: link
๐5๐ฅ1
Professional CV.pptx
108.5 KB
It was a fruitful training session!
Hope, next time you apply for remote Jobs with a professional CV๐
Source :maroset
Join:link
Hope, next time you apply for remote Jobs with a professional CV๐
Source :maroset
Join:link
๐1
Open Source
Photo
DR. Milan
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