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13:29
2026-06-02
shiftmag.dev
artificial-intelligence

Don’t Hire Juniors to Write Code, Hire Them to Become Seniors

Companies that stop hiring junior engineers to save costs are undermining their own long-term survival, according to founder and researcher Christine Miao. Miao argues that juniors are essential for organizational contin…

12:00
2026-05-27
adhdstack.github.io
large-language-models

Show HN: Gave Claude Code ADHD.. Now it thinks 3x better

Researchers introduced ADHD, a method that fans out parallel divergent branches under different cognitive frames to prevent premature convergence in large language model agents. Across six open-ended engineering problems…

21:10
2026-10-18
byteiota.com
large-language-models

Gemini 4 Argon Is GA: Your Existing Code Is Already Broken

Google released Gemini 4 Argon to general availability on October 13, giving any developer with a paid Gemini API account access to a model with a 1,048,576-token unified pool covering input, thinking steps, function cal…

00:00
2026-10-15
artemnovichkov.com
developer-tools

Xcode Projects for the Command Line and Coding Agents

Apple's Xcode 27.2 beta 2 introduced a new JSON-based project format stored in project.xcproj, replacing the project.pbxproj property list, and beta 3 added the xcodeproj command-line tool for reading and editing targets…

00:00
2026-10-14
mindstudio.ai
large-language-models

What Is KV Cache? Why It Makes AI Coding Agents Dramatically Faster

Key-value (KV) caching cuts redundant prompt reprocessing in LLM agents, reducing a 30-turn agent session's cumulative reread volume from over 2 million tokens to roughly a tenth of that, according to a technical explain…

10:13
2026-09-30
dev.to
ai-agents

ai agent python code example for FastAPI and OpenAI SDK

A developer with over a year of production AI agent experience published a FastAPI and OpenAI SDK implementation pattern covering the core request loop, function-calling tool use, and Redis-backed state for multi-turn me…

22:08
2026-09-18
dev.to
artificial-intelligence

Embeddings explained for people who write code

A developer explains embeddings as the mechanism that lets search match text with no shared words, such as linking "how do I reset my password" to a page titled "account recovery." The walkthrough describes how models li…

00:00
2026-09-16
cookie.engineer
ai-agents

Write Linters and Tools Before Code

A new argument holds that linters, schema validators, parsers, and builders must be written before non-deterministic LLM agents are allowed to generate documents, because a language model samples tokens and cannot reliab…

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