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Almost all AI model and agent progress depends on evaluations (evals). Understanding workflows and agent performance through evals will become a core enterprise competency for driving automation.
The article discusses the growing adoption of SKILL.md for defining reusable agent skills, and questions its advantages over relying solely on AI tools like ChatGPT and Claude, considering factors like offline usage, standardization, workflows, and cost savings.
A user asks the community about their real-world experiences with OpenClaw, seeking honest feedback on common workflows, cool automations, frustrations, and setup configurations.
This article poses critical questions teams should consider before trusting AI agents in real workflows, focusing on reliability, accountability, and correctness.
A discussion thread asking about real-world ROI from AI agent workflows in areas like software development, research, customer support, operations, sales, and data analysis, seeking architecture details, metrics, and lessons learned.
Timbal AI is a stack for building AI agents, workflows, and apps.
A comprehensive guide with 58K+ stars on best practices for using Claude Code, covering tips from Boris Cherny and community workflows to maximize agentic engineering.
This whitepaper from OpenAI presents practical strategies for using Codex as a persistent workspace to maintain context, manage complex workflows, and sustain progress across long-running projects by breaking goals into verifiable steps.
Hermes Bible is a community-built, unofficial searchable documentation and workflow library for Hermes Agent, featuring 169 docs pages and 26 community flows with instant search.
A walkthrough of common mistakes when using Hermes Agent and how to build effective workflows, crons, and dashboards for automation.
A discussion on the missing infrastructure required to run AI agents in production, including monitoring, permissions, recovery, and audit trails, questioning whether this will become a new infrastructure category.
A user shares 30 overlooked Obsidian workflows and plugins that significantly enhance the tool's capabilities, turning it into a genuinely different tool compared to the default setup.
A comprehensive guide listing 30 essential Obsidian workflows, plugins, and setups that integrate Claude AI to build a powerful personal knowledge system, highlighting the growing Obsidian+Claude ecosystem.
Shared an open collaborative repository Awesome Vibe Research maintained by ModelScope. This repository collects and curates reusable, verifiable, and evolvable AI-assisted components across the full research workflow, including agents, skills, workflows, tools, and best practices. It aims to help researchers and developers leverage AI to improve research efficiency.
A GitHub repository that packages production-grade engineering skills for AI coding agents, encoding senior engineer workflows and quality gates into slash commands like /spec, /plan, /build, etc., with setup instructions for Claude Code, Cursor, and other tools.
A developer shares satisfaction with Opus 4.8 for planning and GPT-5.5 for execution, emphasizing that breaking tasks into smaller steps improves quality and that dynamic workflows are underrated.
Cursor AI launches a new interview series with developers, starting with a conversation with the Baseten team about their use of coding agents, current workflows, and future predictions.
JetBrains launches Mellum, a fast LLM designed for low-latency and high-performance workflows.
A CS student shares his experience building simple n8n automation workflows for small businesses, noting that straightforward solutions often outperform complex AI systems in real-world adoption.
Microsoft open sourced pg_durable, a PostgreSQL extension that enables durable execution of long-running SQL functions with automatic checkpointing and fault-tolerant resumption.