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Dev.to

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21:30
2026-10-19
dev.to
artificial-intelligence

Hacktoberfest Week 3 Challenge Submission — SlothSummary

A developer built SlothSummary, a local-first web app that condenses messy group chats, email threads and status dumps into a two-line morning briefing. The tool runs entirely in the browser on HTML5 …

21:06
2026-10-19
dev.to
ai-tools

Introducing Toktail

A developer released Toktail, an Apache 2.0-licensed open-source proxy that sits between coding agents and AI providers to count input and output tokens per model, host and day, logging each request a…

21:03
2026-10-19
dev.to
large-language-models

LLM Reviewer Prompt Evolution Without Schema Migrations

A developer outlined an approach for evolving LLM reviewer prompts without schema migrations, warning that changing a system prompt's evaluation criteria can silently shift the meaning of JSON fields …

21:03
2026-10-19
dev.to
artificial-intelligence

VaultSign AI

A developer built VaultSign AI, an open-source contract red-flag reviewer for freelancers that runs entirely locally via Ollama, FastAPI, and PyMuPDF, keeping document text in memory and binding the s…

20:33
2026-10-19
dev.to
ai-tools

I Took a Claude-Built SaaS UI into Figma and Back to React

A developer ran an experiment building a spend-management SaaS interface with Claude in React, refining the design system in Figma, then feeding the updated design back to Claude via MCP to continue t…

20:30
2026-10-19
dev.to
developer-tools

A DST checker can inherit its runtime’s stale timezone data

A developer working as brodyga45 found that a daylight-saving-time checker can inherit stale timezone rules from its own runtime: under Node 23.11.0 with ICU 77.1 and tzdb 2025a, a December 2026 probe…

20:06
2026-10-19
dev.to
artificial-intelligence

Build a small RAG app with Next.js, pgvector, and OpenAI

A developer published a starter project, buildfound/rag-starter, that implements a compact retrieval-augmented generation app using Next.js, Postgres with the pgvector extension, the official OpenAI p…

20:06
2026-10-19
dev.to
ai-agents

Celorga: Org-Mode as Agent Orchestration Infrastructure

The Celorga project rebuilt Emacs Org-mode as a standalone Node.js CLI and MCP server, exposing TODO items, agenda queries, and structured notes as callable tools for multi-agent workflows. The server…

19:30
2026-10-19
dev.to
ai-agents

Stop sharing your OpenAI API key with your team

A developer built Melony, a hosted team chat product for agents built on the OpenAI Agents API or Claude Managed Agents, after concluding that sharing a single API key across a team grants account-wid…

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