subagents
30 articles about subagents in AI news
Build Reusable Data Science Workflows with Claude Skills and Subagents
Claude Skills and Subagents let you package prompts into reusable modules, freeing data scientists from repetitive AI adjustments for EDA, modeling, and deployment.
Gemini CLI Launches Subagents with Isolated Context & Custom Instructions
The Gemini CLI tool has launched a 'Subagents' feature, allowing users to run multiple specialized AI agents concurrently, each with its own isolated context and system prompt. This enables more complex, modular workflows by preventing instruction bleed between tasks.
How to Build a Custom AI Agent with Claude Code's Skills, SubAgents, and Hooks
A developer's deep dive into customizing Claude Code with 7 skills, 5 subagents, and quality-check hooks—showing how to move beyond basic prompting to create a truly autonomous coding assistant.
OpenAI Codex Gains Subagents, Anthropic Ships 1M Context at Standard Pricing
OpenAI added parallel subagents to Codex to combat 'context pollution,' while Anthropic made 1M context generally available for Claude Opus/Sonnet 4.6 with no price premium, achieving 78.3% on MRCR v2. These incremental upgrades reshape practical agentic workflows.
Claude's Subagents vs. Agent Teams: A Practical Framework for Multi-Agent System Design
Anthropic's Claude offers two distinct multi-agent models: isolated subagents for parallel tasks and communicating agent teams for complex workflows. The key design principle is to split work by context, not role, and to default to a single agent until complexity is proven necessary.
Code Royale: Play Poker Against Claude Subagents to Learn Strategy
A new Claude Code skill turns your terminal into a poker table where you play against three distinct AI opponents, each running as a separate Claude subagent with hidden cards.
Graphify: Open-Source Tool Builds Knowledge Graphs from Code & Docs in One Command
Developer shipped Graphify, an open-source tool that builds queryable knowledge graphs from code, docs, and images in one command. It uses a two-pass pipeline with tree-sitter and Claude subagents, achieving 71.5x fewer tokens per query versus reading raw files.
Multi-Agent Coding Systems Compared: Claude Code, Codex, and Cursor
A hands-on comparison reveals three fundamentally different approaches to multi-agent coding. Claude Code distinguishes between subagents and agent teams, Codex treats it as an engineering problem, and Cursor implements parallel file-system operations.
Stop Using Claude Code Like a Chatbot: The 4 Mental Models That Actually Work
Claude Code isn't a smarter chatbot—it's a reasoning engine. Treat it like one by mastering Context, Skills, Hooks, and Subagents.
Anthropic Ships Official Claude Code Plugin for Project Automation
Anthropic shipped an official Claude Code plugin for one-click project automation. Most users haven't explored half its capabilities.
Microsoft SkillOpt Trains Agent Skills in Text Space, Beats 52/52 Benchmarks
Microsoft's SkillOpt trains agent skills in text space, achieving best or tied-best results in all 52 settings across 6 benchmarks and 7 models.
Claude Code Masterclass: 7 Primitives That Beat Chatbots
Free Claude Code production playbook details 7 primitives. Author claims $11.1M/year from 15 synthetic employees.
Conductor vs Claude Code: Pinned Versions Split the Community
Ask HN asks if Conductor's single-agent matches native Claude Code. Pinned versions create a stability-vs-latency trade-off.
Claude Code's File-Deletion Track Record Spurs Community Safety Guide
Community safety guide documents three Claude Code file-deletion incidents since October 2025 and prescribes three defense layers. Anthropic's sandboxing remains opt-in.
Claude Code Plugin Deploys 17-Agent SDLC Team With Orchestrator
Team-of-agents plugin adds 17 specialist AI agents with an orchestrator to Claude Code, using confidence signals to gate output quality.
Anthropic Ships 10 Finance AI Agents as IPO Race with OpenAI Heats Up
Anthropic released 10 finance AI agents with Moody's data connectors. The launch intensifies the IPO race with OpenAI, backed by a $1.5B private equity JV.
Anthropic's Jack Clark: ~60% chance of automated AI R&D by 2028
Anthropic's Jack Clark forecasts ~30% chance of automated AI R&D by 2027 and ~60%+ by 2028, driven by coding gains and agents.
Claude Code Digest — Apr 28–May 01
CCmeter's cache-busting insights can cut your Claude Code costs by up to 40% instantly.
Claude Code Digest — Apr 25–Apr 28
Version Sentinel blocks hallucinated package versions, preventing 98% of supply-chain risks.
Why Zed's Parallel Agents Won't Fix Your Real Bottleneck (And What Will)
Zed's parallel agents cut refactoring time 60% on independent modules but introduced conflicts on shared dependencies. The bottleneck isn't speed — it's context window limits.
Your AI Agent Is Only as Good as Its Harness — Here’s What That Means
An article from Towards AI emphasizes that the reliability and safety of an AI agent depend more on its controlling 'harness'—the system of protocols, tools, and observability layers—than on the underlying model. This concept is reportedly worth $2 billion but remains poorly understood by many developers.
Claude Code Reverse-Engineered: 98.4% of Codebase is Operational Harness
A reverse-engineering analysis of Claude Code reveals only 1.6% of its codebase is AI decision logic, with the rest being operational infrastructure. This challenges current agent design paradigms by prioritizing a robust deterministic harness over complex model routing.
How One Developer Achieved a 46:1 Context Cache Ratio to Manage 39 Projects
The key takeaway is that maximizing Claude Code's prompt cache through long, context-dense sessions is the most effective way to scale individual productivity across multiple projects.
Stop Using Claude Code for Small Edits
Claude Code users should stop using it for small edits and adopt a hybrid workflow: Cursor for quick fixes, Claude Code for agentic tasks.
Principal Engineer: Claude Code Rushes, Codex Deliberate; Guardrails Are Key
A senior engineer with 100 hours in Claude Code and 20 in Codex reports Claude often rushes to patch, while Codex is more deliberate. The real product is the guardrail system—docs and review loops—not the AI itself.
Claude Code OAuth Bug Blocks New Users: Workaround and Status
Claude Code's OAuth flow is broken in v2.1.107, preventing new auth. Use `claude code auth --manual` to get a token and paste it directly.
Claude Code Best Practice Repo Hits 19.7K Stars with 84 Anthropic Tips
A GitHub repository called 'claude-code-best-practice' has amassed 19.7K stars by compiling 84 production tips from Anthropic's Claude Code creators. It provides a full open-source framework for moving from basic usage to advanced agentic workflows.
Claude Code v2.1.101: /team-onboarding
Claude Code v2.1.101 introduces practical features like team onboarding generation and fixes long-standing issues with session resumption and tool permissions.
How This Developer's PTC Pattern Cuts Financial Data Token Burn by 90%
Learn the PTC pattern that wraps MCP servers in Python modules, letting Claude Code process financial data in-workspace instead of in-context.
Claude Code Digest — Apr 01–Apr 04
Stop using elaborate personas — they degrade Claude Code output and hurt performance.