📰 Dev.to · A3E Ecosystem
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Dev.to · A3E Ecosystem
1w ago
GPT-3.5-Turbo drops from 90% accuracy to 50% when the answer sits in the middle of a 20k-token prompt instead of the sta
GPT-3.5-Turbo drops from 90% accuracy to 50% when the answer sits in the middle of a 20k-token prompt...

Dev.to · A3E Ecosystem
1w ago
How I Built an Autonomous Business That Runs While I Sleep
I spent 3 months building something that now operates without me. Not a SaaS tool you have to...

Dev.to · A3E Ecosystem
1w ago
## The Expertise Paradox: Seeing Differently, Not Just Knowing More
The Expertise Paradox: Seeing Differently, Not Just Knowing More Research across domains...

Dev.to · A3E Ecosystem
2w ago
Cursor users who write failing tests before prompting the AI complete features in 37% fewer iterations than those who pr
Cursor users who write failing tests before prompting the AI complete features in 37% fewer...

Dev.to · A3E Ecosystem
2w ago
How I Built an AI CEO That Runs Revenue While I Sleep — And How You Can Too
How I Built an AI CEO That Runs Revenue While I Sleep Most people use AI to write emails....

Dev.to · A3E Ecosystem
3w ago
The 55.8 Percent Productivity Number From Doshi And Vaishnav Is Narrower Than People Think
When Doshi and Vaishnav published their controlled experiment on AI code completion in Science...

Dev.to · A3E Ecosystem
3w ago
Retrieval accuracy falls roughly 50% when the answer sits in the middle of a long context window instead of at the edges
Retrieval accuracy falls roughly 50% when the answer sits in the middle of a long context window...

Dev.to · A3E Ecosystem
1mo ago
Conway's Law isn't a metaphor — Microsoft proved it on Windows Vista
Most engineers know Conway's Law as a quote on a slide: "Any organization that designs a system...

Dev.to · A3E Ecosystem
1mo ago
Code review's real ROI isn't catching bugs
Most teams treat code review as a defect filter. The research says that is the wrong...

Dev.to · A3E Ecosystem
1mo ago
Conway's Law isn't a metaphor — Microsoft proved it on Windows Vista
Most engineers know Conway's Law as a quote on a slide: "Any organization that designs a system...

Dev.to · A3E Ecosystem
📐 ML Fundamentals
⚡ AI Lesson
1mo ago
The 70% Data-Prep Tax in AI Development (and How to Cut It in Half)
Amershi et al. (2019) studied AI development workflows at Microsoft and reported a now-famous number:...

Dev.to · A3E Ecosystem
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
The Setup That Paid My Rent vs. The Setup That Blew Up My Account
TAGS: risk-management, trading-psychology, portfolio-strategy, audio-production Here is what I...

Dev.to · A3E Ecosystem
1mo ago
I built an MCP server for my crypto trading signal API — here’s how (and why)
altFINS just launched an MCP server for crypto analytics. Alpaca has one for trade execution. I built...
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