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Dev Opportunity Radar #16: $15K AI Agent Hackathon, AI Education Fellowship, and AWS Student Rewards
Cover image for Dev Opportunity Radar #16: $15K AI Agent Hackathon, AI Education Fellowship, and AWS Student Rewards

Includes reader-submitted hacks and site updates
hemapriya_kanagala profile

Dev Opportunity Radar #16: $15K AI Agent Hackathon, AI Education Fellowship, and AWS Student Rewards

#discuss #community #opportunities #resources
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Picked as gem Comments 15
11 min read
AI Is Already Better at Coding Than Most Software Developers

Real engineering replaces mere coding
sylwia-lask profile

AI Is Already Better at Coding Than Most Software Developers

#discuss #ai #webdev #programming
147
Picked as gem Comments 115
5 min read
Most AI "Reasoning" Traces Are Just the Answer, Written Backwards

Bigger models show lower reasoning faithfulness
dj29 profile

Most AI "Reasoning" Traces Are Just the Answer, Written Backwards

#discuss #ai #machinelearning #programming
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Comments 14
6 min read
I made two AIs review each other's code for 30 days. A human still caught the bug in 5 minutes.
infoinlet1 profile

I made two AIs review each other's code for 30 days. A human still caught the bug in 5 minutes.

#ai #webdev #programming #career
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Comments 2
7 min read
What was your win this week??

Readers share health and career milestones
jess profile

What was your win this week??

#weeklyretro
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Comments 37
1 min read
I Interviewed an Executable. It Had Notes.
copyleftdev profile

I Interviewed an Executable. It Had Notes.

#security #ai
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Comments 2
6 min read
I built an hourly newspaper for e-ink (and turned the pipeline into an MCP server)
jshelley profile

I built an hourly newspaper for e-ink (and turned the pipeline into an MCP server)

#showdev #ai #mcp #eink
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Comments 1
3 min read
I Wrote 238 Specs and Never Read One Again
alfredoperez profile

I Wrote 238 Specs and Never Read One Again

#specdrivendevelopment #aicoding #speckitcompanion #livingspecs
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Comments 2
9 min read
React `startTransition` Without `useTransition`: The Standalone API Teams Keep Overlooking in Concurrent Mode
jsmanifest profile

React `startTransition` Without `useTransition`: The Standalone API Teams Keep Overlooking in Concurrent Mode

#javascript #react #webdev #node
Comments
12 min read
Bun 1.4's Rust rewrite cuts script startup time from 10.5ms to 4.2ms
alexgeorgiev17 profile

Bun 1.4's Rust rewrite cuts script startup time from 10.5ms to 4.2ms

#node #performance #devops #javascript
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Comments 1
6 min read
"Gen-Alpha is Cooking": Why 12 and 13-year-olds are out-shipping adults with zero budget.
koda2026 profile

"Gen-Alpha is Cooking": Why 12 and 13-year-olds are out-shipping adults with zero budget.

#discuss #ai #webdev #beginners
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Comments 2
3 min read
I Sell Memory APIs. I'm Also Building the Benchmark. Here's How I'm Trying Not to Rig It.
woochan profile

I Sell Memory APIs. I'm Also Building the Benchmark. Here's How I'm Trying Not to Rig It.

#ai #benchmark #startup #opensource
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Comments
5 min read
56 fault-injection tests passed. The one that injected nothing failed.
ashg2099 profile

56 fault-injection tests passed. The one that injected nothing failed.

#dataengineering #python #testing #dbt
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Comments 1
3 min read
I described 1,245 tables with an LLM and retrieval got worse
ashish_sinha_5241c7673d93 profile

I described 1,245 tables with an LLM and retrieval got worse

#ai #llm #rag #search
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Comments 8
8 min read
AI Is Already Better at Coding Than Most Developers. So Why Would a Company Still Hire You?
robertadam987_ profile

AI Is Already Better at Coding Than Most Developers. So Why Would a Company Still Hire You?

#ai #programming #career #softwaredevelopment
6
Comments
8 min read
The Purple Gradient Problem: Why AI UI All Looks Alike (and How to Fix It)
james_anderson_h profile

The Purple Gradient Problem: Why AI UI All Looks Alike (and How to Fix It)

#ai #webdev #design #frontend
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Comments
8 min read
Scaling Event-Driven APIs: Real-Time WebSockets and Redis Pub/Sub for High-Concurrency Apps
mtahir27 profile

Scaling Event-Driven APIs: Real-Time WebSockets and Redis Pub/Sub for High-Concurrency Apps

#websockets #redis #node #systemarchitecture
Comments
9 min read
Context Window Management for Long-Running AI Agents: 4 Patterns That Work
robat_das_3c6e956212f6408 profile

Context Window Management for Long-Running AI Agents: 4 Patterns That Work

#aiagents #contextwindow #llmengineering #contextengineering
Comments
8 min read
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