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agents

Agents are LLM-driven workflows that can break down tasks, call tools, keep state, and iterate on results. Here you’ll see editor automation, data-viz and file-retrieval benchmarks, plus structured-output patterns that determine whether models can operate as systems, not just chatbots.

12 articles

Manus AI on GitHub Is Mostly Clone Kits
Industry News/Jun 19

Manus AI on GitHub Is Mostly Clone Kits

29 GitHub repos show Manus AI is driving clone kits, SDKs, and workflow tools for agent builders.

Vercel’s eve turns agents into directories
Tools & Apps/Jun 19

Vercel’s eve turns agents into directories

I break down Vercel’s eve framework and show the directory-first pattern you can copy for agent workflows.

Cursor’s latest update proves IDEs must become workflow tools
Tools & Apps/Jun 15

Cursor’s latest update proves IDEs must become workflow tools

Cursor’s latest 14-day update shows IDEs winning by becoming workflow tools, not just code editors.

Microsoft Build 2026 turns agents into systems
Tools & Apps/Jun 13

Microsoft Build 2026 turns agents into systems

I break down Microsoft Build 2026’s agent stack and give you a copy-ready template for grounding, control, and deployment.

Portainer’s upgrade doc turns Docker updates into a checklist
Tools & Apps/Jun 8

Portainer’s upgrade doc turns Docker updates into a checklist

I break down Portainer’s Docker Standalone upgrade flow into a copy-ready checklist you can reuse without guessing.

Foundry MCP turns remote tools into one agent endpoint
Tools & Apps/Jun 8

Foundry MCP turns remote tools into one agent endpoint

How I wire Foundry agents to remote MCP servers, approvals, auth, and Toolboxes, plus a copy-paste Python template.

113 AI entities tracked in AI Weekly dashboard
Tools & Apps/Jun 6

113 AI entities tracked in AI Weekly dashboard

AI Weekly’s live dashboard tracks 113 AI entities over 48 hours, surfacing movers, alerts, and trend lines across the sector.

100 Google I/O 2026 announcements: Gemini 3.5, Search, agents
Model Releases/May 29

100 Google I/O 2026 announcements: Gemini 3.5, Search, agents

Google I/O 2026 added Gemini 3.5 Flash, Gemini Omni, AI Search upgrades and new agents across Search, Flow, YouTube and Android.

GitHub repo turns AI theory into 435 build lessons
Tools & Apps/May 25

GitHub repo turns AI theory into 435 build lessons

A GitHub curriculum that turns AI theory into 435 build-first lessons, plus prompts, skills, agents, and MCP servers.

DV-World tests chart agents in real workflows
Research/Apr 29

DV-World tests chart agents in real workflows

DV-World benchmarks data-viz agents on spreadsheet, evolution, and intent-alignment tasks that mirror real enterprise workflows.

HippoCamp tests agents on your personal files
Research/Apr 2

HippoCamp tests agents on your personal files

HippoCamp benchmarks multimodal agents on dense personal file systems, exposing weak retrieval, grounding, and cross-modal reasoning.

AI Cookbook Packs Practical LLM Code for Developers
Tools & Apps/Mar 27

AI Cookbook Packs Practical LLM Code for Developers

Dave Ebbelaar’s AI Cookbook offers 3,887-star Python examples for agents, Anthropic, and OpenAI workflows developers can copy today.