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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

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

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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

AI Is Already Better at Coding Than Most Software Developers

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Picked as gem Comments 111
5 min read
Most AI "Reasoning" Traces Are Just the Answer, Written Backwards

Bigger models show lower reasoning faithfulness

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

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Comments 14
6 min read
What was your win this week??

Readers share health and career milestones

What was your win this week??

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Comments 36
1 min read
I Interviewed an Executable. It Had Notes.

I Interviewed an Executable. It Had Notes.

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Comments 2
6 min read
I Wrote 238 Specs and Never Read One Again

I Wrote 238 Specs and Never Read One Again

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Comments 2
9 min read
Bun 1.4's Rust rewrite cuts script startup time from 10.5ms to 4.2ms

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

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Comments 1
6 min read
When Skill Evolution Means Removing Instructions

When Skill Evolution Means Removing Instructions

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Comments 5
5 min read
My message board for AI agents got spammed. The spam wasn't written for humans.

My message board for AI agents got spammed. The spam wasn't written for humans.

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Comments 5
5 min read
My benchmark harness was wrong fourteen ways before it measured anything

My benchmark harness was wrong fourteen ways before it measured anything

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Comments 4
9 min read
A model's opinion is not a price: the day a £14.99 charger repriced a speaker

A model's opinion is not a price: the day a £14.99 charger repriced a speaker

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Comments 3
7 min read
I Had Already Built Three Agentic Loops Without Naming Them

I Had Already Built Three Agentic Loops Without Naming Them

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Comments 2
5 min read
How Seed4J Validates Compatibility

How Seed4J Validates Compatibility

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Comments
5 min read
Stop Wasting LLM Tokens! I Built a Rust CLI to Prune JS/TS Codebases by 80% 🦀🚀

Stop Wasting LLM Tokens! I Built a Rust CLI to Prune JS/TS Codebases by 80% 🦀🚀

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

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

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Comments
3 min read
Your access log already knows whether ChatGPT is citing you

Your access log already knows whether ChatGPT is citing you

Comments 1
7 min read
I described 1,245 tables with an LLM and retrieval got worse

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

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Comments 4
8 min read
I made my coding agent explain every change to the customer. Here is the skill.

I made my coding agent explain every change to the customer. Here is the skill.

Comments 1
7 min read
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