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13:30
2026-05-27
dev.to
ai-infrastructure

AllReduce Stalls Are Network Stalls. Most Tools See Neither.

A developer has built an open-source agent that correlates NCCL AllReduce stalls with TCP retransmits on the same host, revealing network bottlenecks that GPU dashboards miss. The tool attaches uprobe…

13:20
2026-05-27
dev.to
ai-tools

RAG for Codebases Is Harder Than It Looks

A developer built RepoChat, an AI tool that uses retrieval-augmented generation (RAG) to answer questions about GitHub repositories. The tool indexes codebases by filtering relevant files, chunking co…

13:00
2026-05-27
dev.to
large-language-models

5 gotchas I hit moving LLM logs from Postgres to ClickHouse

The developer behind Spanlens, an open-source LLM observability platform, migrated the platform's `requests` table from Supabase Postgres to ClickHouse after recognizing that the insert-heavy, append-…

13:00
2026-05-27
dev.to
ai-infrastructure

AWS Database Savings Plans: What DB Teams Need to Know

AWS expanded its Savings Plans portfolio with Database Savings Plans, a spend-based discount model for managed database services that can cut costs by up to 35%. This marks the first time the Savings …

13:00
2026-05-27
dev.to
ai-agents

What happens when an AI agent commits to your repo

A developer's analysis of Git histories reveals that AI coding assistants amplify existing developer habits, producing either vague, large commits or small, well-structured ones depending on the user'…

13:00
2026-05-27
dev.to
artificial-intelligence

How I Run Two Claude Accounts as One

A developer built a CLI tool called `cux` that automatically rotates between two Claude Pro accounts to bypass rate limits without interrupting workflow. The tool detects when a rate limit is approach…

12:30
2026-05-27
dev.to
artificial-intelligence

Vibe Coding vs. Real Coding: Why Both Are Wrong (and Right)

The debate between "vibe coding" and "real coding" presents a false binary, as both approaches have strengths and weaknesses depending on the problem being solved. Vibe coding prioritizes speed by let…

12:01
2026-05-27
dev.to
ai-startups

AI Wrappers Are Dying: Why Most AI Products Fail

In 2026, building an app on top of OpenAI or Anthropic is easier than ever, but AI wrappers—thin interfaces over foundation models—are dying because they lack defensibility. A polished UI and RAG pipe…

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