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The memory layer that never calls an LLM: what that buys, and what it costs
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The memory layer that never calls an LLM: what that buys, and what it costs

Mem0 beats us on BEAM's 1M bucket. Here is exactly why, what that accuracy costs in money, latency and data egress, and the 46% fabrication rate it ships with.

1 day ago Read Article
Does it still make sense to learn how to code?
Dev.to AI & Machine Learning
Does it still make sense to learn how to code?

Does it still make sense to learn how to code? This is a question I’ve been thinking about a lot.....

1 day ago Read
Why Kimi K3 Still Can't Do What Einstein Did
Dev.to AI & Machine Learning
Why Kimi K3 Still Can't Do What Einstein Did

In geophysics you almost never get to see the thing you're studying. You get a seismic trace, a...

2 days ago Read
Your Face on a World Cup Sticker: Our Nano Banana Story
Dev.to AI & Machine Learning
Your Face on a World Cup Sticker: Our Nano Banana Story

There is something timeless about opening a pack of football stickers. You never know which player,....

3 days ago Read
Understanding Over Origin
Dev.to AI & Machine Learning
Understanding Over Origin

Many of developers communities are asking the wrong question. Not because they're wrong to worry...

3 days ago Read
The Junior Developer Pipeline Is Broken... And AI Broke It
Dev.to AI & Machine Learning
The Junior Developer Pipeline Is Broken... And AI Broke It

Everyone agrees AI makes senior engineers more valuable. Almost nobody asks where the next generatio...

4 days ago Read
Every AI Commit Is Someone's Future Legacy Code
Dev.to AI & Machine Learning
Every AI Commit Is Someone's Future Legacy Code

AI can finally read 25-year-old codebases. But daily AI coding is quietly creating a new kind of leg...

1 week ago Read
6 Open Source Tools That Give You the Web Back
Dev.to AI & Machine Learning
6 Open Source Tools That Give You the Web Back

Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It i...

1 week ago Read
Teaching Google Antigravity to Paint: A Stateful Image-Editing Skill Built on Gemini's Interactions API and MCP
Dev.to AI & Machine Learning
Teaching Google Antigravity to Paint: A Stateful Image-Editi...

How nb2lite-skill-agy packages Google's gemini-3.1-flash-lite-image as an Antigravity skill + MCP se...

1 week ago Read
Teaching Antigravity to Direct: A Stateful Video-Editing Skill Built on Gemini's Interactions API and MCP
Dev.to AI & Machine Learning
Teaching Antigravity to Direct: A Stateful Video-Editing Ski...

How omni-skill-agy packages Google's gemini-omni-flash-preview as an Antigravity CLI skill + MCP ser...

1 week ago Read
Teaching Codex to Paint: A Stateful Image-Editing Skill Built on Gemini's Interactions API and MCP
Dev.to AI & Machine Learning
Teaching Codex to Paint: A Stateful Image-Editing Skill Buil...

How nb2lite-skill-codex packages Google's gemini-3.1-flash-lite-image as a Codex skill + MCP server...

1 week ago Read
The Dirty Secret Behind AI Agents (Demo 🚀)
Dev.to AI & Machine Learning
The Dirty Secret Behind AI Agents (Demo 🚀)

For quite a while now, I've had the feeling that AI agents are surrounded by this mystical aura....

1 week ago Read
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