workflow tips
30 articles about workflow tips in AI news
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.
Boris Cherny's Claude Code Tips Are Now a Skill. Here Is What the Complete Collection Reveals.
A curated collection of expert Claude Code tips is now available as a shareable 'Skill,' revealing proven workflows for faster, more reliable agentic coding.
Codex vs. Claude Code: How to Benchmark Your Own Workflow
When comparing coding assistants, create objective benchmarks for your specific workflow instead of relying on general claims.
Google Releases TIPSv2 Vision Encoder for Multi-Task Dense Prediction
Google has released the TIPSv2-B/14 vision encoder model on Hugging Face. It performs three dense prediction tasks—depth estimation, surface normal prediction, and semantic segmentation—from a single backbone.
The 3 Claude Code Tips from '100 Tips for Claude' That Actually Matter for Developers
Filtering the generic Claude advice to find the 3 techniques that directly improve Claude Code workflows: structured prompting, context management, and task decomposition.
Resurrect Dead Websites in Minutes: Claude Code's Wayback Machine Workflow
Use Claude Code to scrape, parse, and rebuild archived websites from The Wayback Machine with a single CLI command and structured prompts.
Recon: The tmux Dashboard That Finally Makes Multi-Agent Claude Code Workflows Manageable
Recon is a tmux-native TUI dashboard that lets you monitor and manage multiple Claude Code agents from a single interface—perfect for side monitors.
Stop Prompting Claude. Start Building Loops: Loop Engineering Explained
Loop engineering is the new paradigm: Claude Code's /goal command and CLAUDE.md let you encode autonomous workflows. Build verification layers and skill files to ship code without being in the loop.
ML-Master 2.0 Hits 56.44% on MLE-Bench in 24-Hour Agentic Science Run
Researchers from Shanghai Jiao Tong University demonstrated ML-Master 2.0, an autonomous research agent that operated continuously for 24 hours on the MLE-Bench, achieving a 56.44% medal rate. The breakthrough centers on Hierarchical Cognitive Caching for state management, not reasoning, enabling long-horizon scientific workflows.
Newline's 'Skills' Update Shows Where MCP Servers Are Headed
The Newline MCP server now supports modular 'Skills,' allowing developers to customize their Claude Code environment with specific, installable capabilities for more targeted workflows.
Legion Health AI Approved for Psychiatric Prescription Renewals in California
San Francisco startup Legion Health received regulatory approval for its AI system to autonomously renew a narrow set of psychiatric prescriptions for stable patients. This represents a carefully guardrailed but significant step toward AI-assisted clinical workflow.
Claude Code's Secret Weapon: How the /btw Command Saves Tokens and Keeps You in Flow
Use the /btw command to ask quick, contextual questions without resetting your main task's conversation, saving tokens and preventing workflow interruptions.
12 Unwritten Claude Code Tricks That Save Hours on Real Projects
Practical, undocumented workflow tricks discovered while building messy projects, from using /btw for side conversations to smarter context management.
How Navan's MCP Server Cuts Travel Booking from 8 Steps to 1 Command in
Navan's MCP server lets Claude Code users book travel and manage expenses with one command, replacing 8 manual steps. Install it via the MCP config.
MCP Server Report: 54% of 39,762 Servers Have Zero Community Adoption —
54% of 39,762 MCP servers are invisible to AI agents due to zero community adoption. Use Agent Tool Intelligence's new grading model to boost your server's discoverability.
Dual-Track Development: How Claude Code Teams Ship 3x Faster with
Adopt a dual-track operating model: use Claude Code for fast exploration (2-hour limit) and production exploitation with CLAUDE.md guardrails to ship 3x faster.
Glean benchmark: Off-the-shelf MCP costs 30% more tokens than indexed context
Glean benchmark: off-the-shelf MCP in Claude Cowork loses 2.5x more tasks and uses 30% more tokens than indexed context.
3 Ways to Switch Claude Code Models Instantly: /model, --flag, and ENV Variables
Anthropic's official guide reveals three methods to switch Claude Code models: /model command, --model flag, and ANTHROPIC_MODEL env variable. Choose the right model for each task.
Stop Losing Agent Context: Implement Session Memory Files in Your Claude
A simple pattern using structured markdown files to persist session state across context windows, preventing Claude Code agents from redoing work or making inconsistent decisions.
How to Build a Claude Code Fallback System with Hermes Agent and Qwen3.6
Set up Hermes Agent with open models as a cost-effective Claude Code alternative for routine tasks, reserving Claude for complex refactors.
Claude Code's New Terminal Chat: Connect with Other Devs via P2P
A new peer-to-peer terminal chat tool lets Claude Code users connect directly without servers, accounts, or costs.
How to Manage Multiple Claude Code Sessions with Harness and Preview
Two actionable tools to solve the core productivity bottlenecks when running multiple Claude Code agents: session management and review speed.
How This Developer Built a Personalized Go Tutor Using Claude Code's
A Claude Code-powered system that creates personalized algorithm training in Go, tracking progress and generating spaced repetition review cards.
AI-Reprogrammed Immune Cells Cure 3 Autoimmune Diseases in First Human Case
For the first time, a patient with three autoimmune diseases is in complete remission after doctors used AI to reprogram her own immune cells. This follows over a decade of requiring daily blood transfusions.
How a 12-Hour Autonomous Claude Code Loop Built a Full-Stack Dog Tracker
A developer's autonomous Claude Code system built a sophisticated dog tracking application with 67K lines of code across 133 sessions, showcasing the potential of fully automated build pipelines.
Block Compromised NPM/PyPI Packages Automatically with attach-guard
A new Claude Code plugin uses PreToolUse hooks to automatically block compromised packages like the recent axios hijack before they install.
Stop Pasting Secrets to Websites: How mcp-devutils Secures Your API Debugging
Install mcp-devutils to run 44 developer tools locally through Claude Code—no more leaking JWTs or API keys to third-party websites.
ClaudeRank: The Open-Source Widget That Shows Your Claude Code Usage Stats in Real-Time
ClaudeRank is a free desktop widget that tracks your Claude Code token usage and concurrency, ranking you against other developers globally.
How to Give Claude Code a Persistent Brain with Obsidian and 8 Custom Commands
Use an Obsidian vault as a project brain for Claude Code, with custom commands to resume work, maintain context, and enable parallel agent execution.
How to Orchestrate Claude Code with GPT and Gemini Using CLI Calls and Shared Context Files
A developer's system for making Claude Code orchestrate GPT and Gemini via CLI calls, using shared markdown files for persistent context and a session closer agent for compounding knowledge.