tips
30 articles about 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.
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.
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.
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.
Apparel Brands Prepare for European Launch of Digital Tags
Apparel brands are preparing to launch digital tags in Europe, likely as digital product passports, to improve supply chain traceability and support circularity. This move aligns with EU regulatory trends and consumer demand for transparency.
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.
How to Write a CLAUDE.md That Actually Stops Bad Next.js Code
Write a CLAUDE.md with project rules and a 'What NOT to Do' section to prevent Next.js App Router mistakes like old Router usage and missing 'use client'. Keep it lean.
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.
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.
Scale Your AI Code Review Fleet
Gito v4.1.0 now runs on Claude Code and Gemini CLI. Use async LLM requests and selective model routing to scale code review fleets efficiently.
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.
Gemini App Gets File Creation and Its Own File Directory
The Gemini app now supports file creation and a dedicated file directory, enabling users to work directly within the app. This transforms Gemini from a conversational AI into a more autonomous workspace tool.
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.
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.
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.
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.
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.
Win11Debloat Script Disables Copilot, Recall, Removes Windows AI Bloat
The Win11Debloat script removes Microsoft Copilot, disables the Recall screenshot AI, and strips telemetry and ads from Windows. It highlights user pushback against Microsoft's aggressive AI and data collection integration.
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.
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.
EgoAlpha's 'Prompt Engineering Playbook' Repo Hits 1.7k Stars
Research lab EgoAlpha compiled advanced prompt engineering methods from Stanford, Google, and MIT papers into a public GitHub repository. The 758-commit repo provides free, research-backed techniques for in-context learning, RAG, and agent frameworks.
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.
Building a Memory Layer for a Voice AI Agent: A Developer's Blueprint
A developer shares a technical case study on building a voice-first journal app, focusing on the critical memory layer. The article details using Redis Agent Memory Server for working/long-term memory and key latency optimizations like streaming APIs and parallel fetches to meet voice's strict responsiveness demands.
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.
Thorne CSO: AI Wellness Chatbots Are Becoming 'Table Stakes' for Supplement Brands
Thorne's CSO, Dr. Nathan Price, details the success of their generative AI wellness chatbot, Taia, which has driven higher order values. He argues that AI-powered personalization will soon be a mandatory investment for every brand in the competitive supplement space.