workflows

Kody (kody.codes) announced its open-source 'cloud for your team's agents' — a shared layer providing memory, packages, triggers, credentials, and apps that any MCP-speaking agent (Claude Code, Cursor, ChatGPT, Codex, etc.) can plug into without rebuilding setup each session.

A tweet recommending Pi Agent for beginners looking to set up Harness + local model tuning, along with an introduction to OpenPI — a companion open-source project that provides a local web workbench, isolated-context sub-agents, and multi-stage workflow capabilities for Pi.

A practitioner shares frustration with AI agents' unreliability in multi-step workflows, citing high production failure rates (70-95%) and widespread distrust among knowledge workers due to drift and silent failures.

Devin 推出 Dynamic Workflows 功能，可将大任务拆分并分派给多个 Devin 实例并行执行，且工作流计划以代码形式存储、可读取与版本控制。

Strawberry 在 Product Hunt 上发布第三版产品，推出一款内置 AI 代理的自驱动浏览器，让用户在已登录的应用中构建、共享并运行研究、CRM 更新、招聘筛选等自动化工作流。

The paper introduces Box² Bench to measure whether language models can selectively rely on external guidance, finding that capable models remain vulnerable to misleading workflows, and shows that counterfactual SFT plus RL trained only on bad workflows can teach models to resist unreliable guidance and better exploit helpful ones.

The article argues that most so-called AI agents are actually simple workflows with LLMs attached, lacking true adaptability, and provides a test to distinguish real agents from disguised workflows.

Donna is a product that lets you schedule multiple meetings with one booking link, featuring conditions like time gaps and built-in workflows for prioritization and routing.

This article presents a simple test to distinguish between AI agents and traditional workflows based on runtime decision dependency, discusses architectural trade-offs, and highlights common production failures in agentic systems.

The article presents several disruptive use cases for Jev, a tool that can be applied to AI evals, voice AI, workflows, synthetic personas, and more, providing fast and quantifiable solutions for various AI tasks.

Morsa Signals offers GTM and AI visibility workflows for developer tool teams, helping with scaled outreach, user identification, SEO audits, and competitor tracking.

A community platform built by Stevey to share and learn about AI setups, tools, and workflows, helping engineers compare and update their configurations.

The article explores the potential of AI agents to handle repetitive tasks like preparing business presentations, highlights a tool called Oria that converts existing content into professional PowerPoint slides, and questions how much control should be given to AI in such workflows.

The article discusses which AI agent tasks should remain simple to avoid over-complication, asking for examples where simple workflows performed better.

The author discusses their growing trust in LLMs and seeks advice on whether using AI skills with CLI tools or MCP servers is more optimized for token usage and less error-prone in software development.

The article explores practical use cases for AI agents beyond code writing, such as fixing merge conflicts, locating relevant issues, and diagnosing GitHub Actions failures, providing prompts and workflows for developers.

The article highlights a podcast discussion advocating for building personalized AI agent infrastructure, featuring isolated sandboxes, minimal toolsets, and agent-driven code execution.

AI enables the creation of highly personalized software, shifting from standardized apps to customizable tools tailored to individual workflows and preferences.

The article highlights how leading firms are using AI agents to automate and enhance workflows, with examples from startups like Basis and Clay demonstrating efficiency gains in onboarding and account management.

The article argues that multi-agent systems are often overused in AI applications, suggesting that a single agent with good tools, strict state, and clear stop conditions can be more efficient, easier to debug, and cost-effective for many workflows.