Profling Claude Converstaions
A developer published an article on Dev.to describing methods for profiling Claude AI conversations, though specific tools or findings were not recoverable from the available content.
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Workflows & Tips
Practical, actionable tips for devs who code with AI every day — prompts, configs, conventions.
Practical, actionable tips from developers who code with AI every day — CLAUDE.md conventions, prompt patterns, MCP server recipes, and the under-documented workflows that actually change how you ship. The emphasis is on can-use-Monday-morning, not theory.
108 stories · last 90 days
10 Claude Code commands that actually changed how I ship
Claude Code includes a slash command system that lets developers save reusable prompts as custom commands stored in project or user directories. The author documented 10 commands designed to automate repetitive coding tasks like code reviews, component scaffolding, and commit messages.
How I Built a Memory System for Autonomous AI Agents (And Why You Need One Too)
A developer described a method for building persistent memory systems for AI agents using a three-component architecture: a local database store, vector embeddings for semantic search, and context injection into agent prompts to enable memory retention across sessions.
Reading your AI coding logs: cache hits, retry loops, and other signals
A developer analyzed session logs from AI coding tools stored locally on disk and found a 98.3% cache hit rate across 13,634 calls, with Opus 4.6 accounting for $1,219 of a $1,274 weekly cost. The analysis revealed patterns including retry loops affecting 12% of coding tasks and potential overspe...
Build a personal organization command center with GitHub Copilot CLI
GitHub staff engineer Brittany Ellich built a personal organization command center application using GitHub Copilot CLI to consolidate scattered work across multiple apps into a single interface, completing the initial version in one day through AI-assisted development with planning and implement...
I added AI-generated release notes to my CI/CD pipeline using Claude and GitHub Actions
A developer automated changelog generation by connecting Claude API to GitHub Actions; when a pull request merges, the workflow extracts PR metadata and changed files, sends them to Claude, and commits the generated changelog entry in approximately 10 seconds.
"How AI Agents Can Monetize Technical Expertise: A Practical 2026 Guide for Task
AI agents can generate revenue by handling specialized technical work within professional workflows using models including SaaS subscriptions, monthly retainers ($2K-$10K), marketplace projects ($500-$5K), and white-label resale agreements. Success requires measurable results, domain specializati...
datasette.io news preview
Simon Willison built a preview tool for the datasette.io website's news section, which is maintained in a YAML file, using Claude AI to generate a UI that validates syntax and shows rendered output.
Plan and Schedule a Full Week of Threads Content From One Claude Conversation
A tutorial describes using Claude with BlackTwist MCP Server to plan and schedule 21 Threads posts in one conversation—three posts daily across a week in specified formats (short morning post, midday thread, evening one-liner).
Why Your AI-Assisted Code Breaks After Week One (And What to Do About It)
A developer outlined four practices to reduce technical debt when using AI coding assistants: defining completion criteria before prompting, performing independent code verification, documenting implicit project knowledge, and breaking work into small well-defined units.
Claude Status: Why Your Claude API Keeps Returning 529 `overloaded_error` — A Production Debugging Playbook
HTTP 529 "overloaded_error" responses from Claude's API indicate insufficient model capacity rather than per-key rate limits; developers should respect retry-after headers and implement exponential backoff rather than immediate retries, which can worsen fleet overload.
My AI-Assisted workflow
A developer described a workflow that uses AI to generate product requirements and issues from detailed plans, emphasizing upfront thinking and explicit specification over rapid implementation to maintain code clarity and maintainability.
My wiki stopped being “memory” and quietly became a behavior patch for AI agents
A developer using Claude as a coding agent observed patterns of shallow reasoning and contradictory suggestions that matched documented performance declines in a 6,852-session analysis. They addressed the issue by converting their project wiki from a knowledge base into behavioral constraints for...
Audité las webs de 5 marcas españolas con Claude — esto encontré
A developer used Claude AI with SiteAudit MCP to audit five major Spanish websites and identified technical issues including slow load times at El Corte Inglés (LCP 4.2s), missing security headers at Banco Santander, render-blocking resources at El País, accessibility gaps at Zara, and mixed resu...
Beginner guide for anyone coming from ChatGPT who has never touched Claude before
A beginner guide instructs ChatGPT users how to set up Claude, including downloading the desktop app, creating a free account, importing chat history, organizing work into Projects, and using features like Chat mode and Cowork for file-based tasks.
Chrome now lets you turn AI prompts into repeatable ‘Skills’
Google launched a Chrome feature called "Skills" that lets users save AI prompts and reuse them across multiple webpages with a single click, eliminating the need to re-enter the same Gemini commands repeatedly.
Turn your best AI prompts into one-click tools in Chrome
Google introduced Skills, a Chrome feature that allows users to discover, save, and reuse AI workflows with one click.
How I stopped burning tokens on CLAUDE.md (and built the tool that diagnoses it)
A developer built PRISM, a diagnostic tool that analyzes Claude Code session logs to identify token inefficiencies, finding that CLAUDE.md files consumed up to 6738% of session tokens through repeated re-reads and that instruction adherence drops significantly after line 80 of configuration files.
Build a Sales Follow-Up Agent With the Claude Agent SDK
A tutorial demonstrates how to build a sales follow-up agent using the Claude Agent SDK that automates reading leads from CRMs, determining which need follow-up, and drafting personalized messages.
Building Claude Skills That Connect to Obsidian: A Developer's Field Guide
Developers created a suite of Claude skills — installable tool bundles — that enable Claude AI to read and write Obsidian notes while correctly handling Obsidian's Markdown syntax extensions like wikilinks, embeds, and callouts. The skills use Claude Code's native file tools scoped to the Obsidia...
Vibe Coding tapi masih acak-acakan ? Improve code dengan spec first.
The article advocates spec-first development over "vibe coding" to prevent unmaintainable code, and introduces Specter, a CLI-based documentation framework designed to organize project specifications for AI-assisted development.
OpenClaw Background Tasks Guide: Flows, Detached Runs,...
OpenClaw 3.31 restructured background task management with a shared SQLite-backed ledger and unified control model for ACP, subagent, cron, and CLI runs. The update adds task flow commands (list, show, cancel) to improve visibility and recovery of detached work running outside immediate chat turns.
OpenClaw Backup and Restore: Protect Your Agent Data [2026]
OpenClaw published a guide on backing up and restoring agent data, covering critical directories including conversation history, configurations, API keys, and custom skills, with manual backup procedures using compressed archives.
5 Advanced OpenClaw Skills That Change How Your Agent Works
OpenClaw, an AI agent platform, offers specialized skills in its Bazaar directory that enable agents to delegate tasks to sub-agents and run autonomous scheduled workflows. Delegation skills route work to specialist sub-agents with task-specific capabilities, while scheduling skills enable agents...
Copy-to-Prompt instructions now available for Flags
Vercel added copy-to-prompt instructions to its feature flags details page, allowing developers to install the Flags SDK via CLI or manually configure flag definitions from the instructions pane.
Let Your AI Agent Forget on Purpose
Anthropic added a forget_messages tool that allows AI agents to remove reference file content from conversation history after extracting needed information, reducing redundant input tokens and API costs while maintaining placeholders for potential re-reading.
A Role-Based Workflow to Supercharge AI Coding — A Tool-Agnostic Design Philosophy
An article proposes a role-based workflow for AI-assisted coding that classifies tools into Thinker, Researcher, and Executor roles to remain independent of specific services. The approach involves drafting specifications, refining them with a capable model, researching prior art optionally, then...
The Complete Guide to Using Claude / Copilot / Antigravity / Jules / Gemini CLI Effectively[2026]
A development guide recommends using Claude to refine project specifications and generate prompts, then delegating code implementation to free AI agents to minimize paid token consumption while accelerating development workflow.
Building a Home Personal Assistant with Claude Managed Agents
A developer built a household task management assistant using Claude Managed Agents, integrating it with Slack for task triggers and reminders; the system uses Lambda and DynamoDB for state management, with note-taking and daily reminder features currently working and Google Calendar integration ...
Build LLM Guardrails in 3 Lines of Python (No API Key, No Cloud)
Semantix-ai, a Python library, performs local LLM output validation using intent-based checks in approximately 15 milliseconds without requiring API keys or external services. The tool uses a decorator pattern to flag outputs violating policies such as PII disclosure or medical advice.
I Gamified My Claude Code Terminal With Evolving Pixel Pets
A developer released tokburn, a Claude Code status line extension that displays rate limits and token usage while featuring animated pixel pet companions that evolve based on session activity. The tool achieved 2.1k npm downloads in its first week and requires no external dependencies.
Claude Sets Itself Up — Six Terms Every Small Business Should Know
Claude Code can automate small business workflows through six configuration features: CLAUDE.md for business profiles, Skills for recurring tasks, Hooks, Subagents, MEMORY.md, and MCP integrations. The system allows non-technical business owners to connect disconnected tools and streamline operat...
everything i wish someone told me before i started using claude
A developer shared techniques for using Claude more effectively, including providing detailed context in queries, assigning Claude a specific role before asking questions, requesting step-by-step reasoning, and treating outputs as first drafts for editing rather than final products.
How to Use Claude Code with OpenRouter — Run Any AI Model for Free or Cheap 🚀
Claude Code can be configured to use OpenRouter, a unified API gateway providing access to dozens of AI models from multiple providers, some free or cheaper than direct API access. The guide provides step-by-step setup instructions for Windows, macOS, and Linux using environment variable override...
How I use Claude Code for performance optimization — a complete workflow
A performance optimization workflow prioritizes profiling before fixes, systematically identifies database query problems including N+1 issues, requires benchmarks to validate improvements, and uses heap snapshots and bundle analysis to find memory leaks and frontend bottlenecks.
Claude 3 Haiku Is Being Deprecated April 19. Here's How to Find and Fix Every Reference in Your Python Code.
Anthropic is deprecating the Claude 3 Haiku model on April 19, 2026, causing API calls using "claude-3-haiku" to fail. The article provides commands and examples for finding and updating hardcoded model references in Python codebases before the deadline.
Stop Writing JSON Schemas by Hand: A Better Way to Build Claude Agent Tools
OpenClaw Tool Generator is a browser-based utility that converts natural language descriptions into Anthropic-compliant JSON schemas for Claude agent tools, with built-in syntax validation and Python/Node.js code scaffolding.
Stop Paying Too Much for AI: Use Multiple LLM Providers Like a Pro
A Dev.to tutorial demonstrates how to configure multiple LLM providers (OpenAI, Cerebras, ArliAI) in one setup to reduce costs and enable model switching without vendor lock-in.
Review-First Skill Development — Building Complex AI Skills One Rule at a Time
A developer proposes building AI review skills before generation skills to incrementally define code quality standards. Rather than writing perfect generation prompts upfront, teams define problems one rule at a time through review, then extract those criteria into shared definitions for generati...
My AI-Empowered Supercharged LinkedIn Workflow
A frontend engineer built LinkedIn Secret Weapon, a Chrome extension that personalizes connection messages using template variables and keyboard shortcuts to streamline LinkedIn outreach during job searching. The extension fills in recipient details like first name and company into a user-defined...
Brainstorming with ChatGPT
OpenAI published guidance on using ChatGPT to brainstorm ideas, organize thinking, and develop rough concepts into structured plans.
Using projects in ChatGPT
OpenAI introduced a projects feature in ChatGPT that allows users to organize chats, files, and instructions while managing ongoing work and enabling team collaboration.
Research with ChatGPT
OpenAI published guidance on using ChatGPT's search and deep research features to find current information, evaluate sources, and generate structured insights.
I Built a Virtual Organization Inside Claude Code -- Now It Manages My Tasks Automatically
A developer created a virtual organization system using a .company/ folder structure within Claude Code projects, with specialized "departments" (secretary, engineering, research) to maintain context across sessions and automatically log decisions and tasks.
Fixing Claude’s Image Problem — Because I Can Fix Her
A developer guide explains how to connect Google's Gemini API to Anthropic's Claude using Model Context Protocol, enabling Claude to generate images by delegating that task to Gemini while handling reasoning and orchestration.
(not yet) Falco AI Agent - Part 1: Real-time Kubernetes Security Analysis with Claude🔍
A developer integrated Falco kernel monitoring with Claude API to analyze Kubernetes security alerts in real-time, reducing noise by having Claude assess whether detected activity represents actual threats or expected behavior. The system runs on bare metal Kubernetes with future plans to automat...
The real upgrade in my AI Workflow was not better code generation
A developer described how their AI coding workflow evolved to prioritize workflow orchestration over code generation. They demonstrated completing an interactive skill selection feature in under an hour using AI DevKit, which executed an eight-phase development cycle from a single prompt.
How to build an AI-powered private document search app with RAG, ChromaDB, and memory
The New Stack published a tutorial on building an AI-powered document search application using ChromaDB as a vector database, LangChain as an LLM wrapper, and RAG to retrieve relevant document chunks in response to user queries.
GitHub Copilot CLI for Beginners: Getting started with GitHub Copilot CLI
GitHub released Copilot CLI, bringing its AI coding assistant to the command line with agentic capabilities for autonomous code building and task execution. Users can install it via npm and authenticate with GitHub credentials to generate code and run tests directly from the terminal.
Prompting fundamentals
OpenAI published guidance on writing clear, effective prompts to improve responses from ChatGPT.
From 2 Hours of Research to a Script in 10 Minutes: Building a Custom OpenClaw Skill for a Content Creator
A developer created a custom OpenClaw AI skill that automates Instagram Reel script creation for a content creator, reducing prep time from 1-2 hours to approximately 10 minutes by automating research across Reddit, X, YouTube, and LinkedIn, analyzing competitor formats, and generating multiple s...
I replaced ChatGPT with a $2/month API — here's my exact curl command
A developer switched from Anthropic's Claude API and ChatGPT Plus to SimplyLouie, a proxy service offering Claude access for $2/month flat, citing cost savings from token-based pricing that previously cost $5-15 per coding session.
Using skills
OpenAI published guidance on creating and using ChatGPT skills to build reusable workflows and automate recurring tasks.
Analyzing data with ChatGPT
OpenAI published guidance on using ChatGPT for data analysis tasks including dataset exploration, insight generation, and visualization creation.
Using custom GPTs
OpenAI published guidance on building custom GPTs, which are specialized AI assistants designed to automate workflows and maintain consistent outputs for specific purposes.
Fully Automated Website 2026-04-11: **The Scoreboard — Visual Judge Score Comparison on the Homepage**
Command Garden, a website that autonomously builds one feature daily via AI proposals and judge scoring, shipped a Community Pulse section displaying emoji reaction totals from the past week. The feature was selected with a score of 8.0 over two competing candidates that scored 7.5 and 5.5.
Slash 90% of Tokens Per Session With This Pre-Compiled Wiki (Karpathy Inspired Workflow)
A developer released codesight, a tool that scans codebases via AST parsing and generates pre-compiled context maps, reducing AI session token usage by an average of 11.2x (from 26K-66K tokens to 2.8K-5.1K tokens) across three production projects with 40-92 files.
How I Actually Use Claude as a Senior Dev Partner (Not Just a Code Generator)
A developer shares techniques for using Claude as an engineering partner, including maintaining a CLAUDE.md project context file, structuring prompts with XML tags for better output quality, and a systematic feature development workflow.
The Claude Prompt Pattern That Kills Debugging Spirals
A debugging prompt pattern uses XML-tagged sections to direct Claude to generate ranked hypotheses with verification steps rather than generic fixes, helping developers diagnose bugs more systematically by understanding root causes before applying solutions.
I Built an AI-Powered SEO Stack with Claude Code. Here's What Actually Works
A Shopify grooming brand owner built an AI-powered SEO automation stack using Claude Code and MCP servers that tracks keyword rankings, content generation, and AI model brand mentions across platforms. Monthly monitoring showed the brand received 21 mentions and 758K impressions in Google AI Over...
Helping Claude Code Remember: How I Built a Local Session Recall Tool
A developer built qrec, a local indexing tool that lets Claude Code retrieve decisions from previous sessions using hybrid search, enabling context handoff between sessions without spending additional tokens.
I built a Claude Code plugin that finds what your agent can't see
A developer released Parallax, a Claude Code plugin that spawns a separate agent to identify regions missed by the main agent by exploring unconsidered areas without shared conversation history, typically completing within 10 rounds up to a maximum of 30.
Cypress AI Skills: Teaching Your AI Assistant to Write Better Tests
Cypress released AI Skills, a feature that teaches AI assistants about project-specific test conventions and custom commands to generate more maintainable test code instead of generic output.
AI Tools for Generating User Journeys and App Flows Automatically
AI tools now generate user journeys and app flow diagrams from text descriptions in seconds, reducing time previously spent in manual documentation. According to cited research, products with clearly defined flows have 52% fewer post-launch navigation issues, and teams using AI workflow tools rep...
Stop Sending Ugly Code Screenshots — Export Pixel-Perfect PDFs Directly from VS Code
TreePress is a VS Code extension that exports code files to pixel-perfect, searchable PDFs with preserved syntax highlighting and theme, using headless Chromium rendering combined with an invisible text layer for searchability and copyability.
Your Vibe-Coded App Looks Ugly. Here's What I Did About It.
A developer created styleseed, a design system with 69 documented rules and reusable brand themes, to improve the quality of AI-generated user interfaces by standardizing design decisions like spacing, typography, color, and layout rhythm.
Self-Improving Python Scripts with LLMs: My Journey
A developer created a Python script system that uses LLMs to automatically analyze its own code, request improvement suggestions, and apply those changes via git commits. The approach uses the ast module for code parsing and the llm_groq interface to query language models.
Zero Data Retention on AI Gateway
Vercel expanded its AI Gateway service to enforce Zero Data Retention across entire teams via dashboard settings, preventing AI model providers from retaining or training on user data without code changes required.
I Cut My Claude Code Token Usage by 65% With a Simple File Structure Change
A developer created leanclaude, a Claude Code project template that replaces a large monolithic CLAUDE.md configuration file with a lean index and modular rule files, reducing token consumption from ~13,000 to ~4,500 tokens per session—a 65% reduction. The template includes 10 universal rule file...
I Built a Claude Cowork Loop That Improves Itself. Here's the Exact Setup.
A developer built a self-improving automation loop using Claude's Cowork feature and Karpathy's Auto-Research pattern, combining recurring tasks to create a system that optimizes itself without manual code updates.
Effective AI Usage Patterns
A guide based on analysis of 500+ production prompts identifies eight principles for effective AI usage, emphasizing progressive delegation with verification, context preservation across sessions, and graduated responsibility rather than prompt wording optimization.
From GitHub Issue to Merged PR: My Complete AI-Powered Development Workflow
A developer described adopting a structured workflow with Claude that emphasizes upfront planning, session-based documentation, and cross-model code review to reduce token costs and improve code quality compared to reactive, conversation-based development.
Claude API with tool use: build agents that call real functions
Anthropic's Claude API tool use feature works by having Claude return JSON specifying which functions to call and with what arguments, rather than calling functions directly; users execute these functions and return results to Claude in an iterative loop.
We Gave Our 4 AI Lobsters the World's Smartest Brain — For Free
A developer replaced their four AI agents' local model with Claude Opus accessed through a proxy wrapper, upgrading output quality while saving approximately $450/month in API costs through an existing Claude Max subscription at 200K tokens/day usage.
I built a $2/month Claude API — here's the curl command
A developer launched SimplyLouie, a Claude API-compatible endpoint priced at $2/month flat rate, as an alternative to per-token billing models. The service uses Anthropic's official ANTHROPIC_BASE_URL mechanism to route API calls.
I Built My Own Private Cloud + 4 AI Assistants on One Server (No SaaS, Full Control)
A tutorial demonstrates how to deploy self-hosted cloud infrastructure on a single server using Nextcloud, Collabora, and open-source tools, enabling real-time document collaboration, integration of four AI models through one interface, calendar sync, custom email, and automated backups.
Self-hosted AI: I bought 7 RTX 5090s instead of renting from AWS. Here's the math.
A developer purchased seven RTX 5090 GPUs for self-hosting an AI image and video generation service instead of renting cloud GPUs, citing AWS costs of $17,250–$45,120 monthly versus lower self-hosting expenses for a free-tier service generating 35,000 images and 4,000 videos daily.
Manage Vercel Microfrontends with AI Agents and the CLI
Vercel added an AI skill for coding agents and new CLI commands to manage Microfrontends, allowing users to create and manage microfrontend groups through natural language prompts or terminal commands without using the dashboard.
Query and visualize workflow data in Vercel Observability
Vercel added a query builder to Observability Plus that lets Pro and Enterprise teams create custom queries on workflow runs and steps, with filtering and grouping by environment, project, workflow, and step.
Building Production AI Agents: Agentic Loops, Tool Execution, Error Recovery, and Observability
A tutorial explains how to build production AI agents using agentic loops and tool execution, emphasizing that production agents differ from prototypes mainly through error handling, retry logic, and observability rather than core functionality.
Production Prompt Engineering for Claude: System Prompts, Few-Shot, Chain of Thought, and Caching
Anthropic's Claude documentation outlines prompt engineering patterns for production applications, including system prompts with explicit role and output formats, few-shot examples to demonstrate expected behavior, and structured output methods to improve response consistency.
Claude Code: The Complete Guide from Zero to Autonomous Development
Claude Code is an autonomous agent that runs in the terminal with access to a project's filesystem and can execute bash commands. It reads codebases, plans multi-step development work, executes changes, verifies results, and fixes errors without requiring step-by-step user approval.
Session Budget Check skill.md and how it could save usage and costs.
A developer shared a skill.md file designed to help Claude users check API token budgets and context window capacity before executing large tasks, addressing complaints about hitting usage limits mid-session.
Team-wide Zero Data Retention and prompt training controls now on AI Gateway
Vercel added team-wide Zero Data Retention controls to its AI Gateway, allowing organizations to enforce data non-retention policies across all requests for $0.10 per 1,000 requests on Pro and Enterprise plans. Request-level ZDR and prompt training opt-out controls are available free to all users.
Chat SDK now supports concurrent message handling
Chat SDK added a `concurrency` option for the Chat class with four strategies—drop, queue, debounce, and concurrent—to control message handling when new messages arrive during processing.
Automatic persistence now in beta on Vercel Sandbox
Vercel Sandbox now offers automatic persistence in beta, automatically saving filesystem state when stopped and restoring it when resumed, eliminating manual snapshots and reducing charges by separating storage from compute.
View specific error codes in runtime logs
Vercel added the ability to view specific error codes in runtime logs alongside HTTP status codes, enabling developers to more easily diagnose request failures in the Vercel dashboard.
Vercel Sandboxes now allow unique, customizable names
Vercel Sandboxes now support unique, customizable names instead of ID-based identification, making sandboxes easier to identify and reference within projects. The beta also adds configuration management and session inspection capabilities.
Query and manage Marketplace databases from the dashboard
Vercel added SQL query execution, data editing, and schema visualization capabilities to its dashboard for supported Postgres databases including AWS Aurora, Neon, Prisma, and Supabase. The features are available to users with Owner permissions.
Defining and creating a basic Design System based on any website (in Figma and React) using Claude
A tutorial demonstrates how to generate a basic design system by extracting design tokens from a website and syncing them across React components and Figma using Claude Code commands. The workflow uses Claude's Figma MCP integration to create semantic CSS variables and reusable components in both...
Why Your Claude-Generated Code Gets Messy (And What Actually Fixes It)
Code generated by Claude accumulates structural problems because the AI lacks persistent understanding of codebase architecture across sessions. Developers can mitigate this by explicitly scoping Claude's jurisdiction, maintaining a constraints file in the project root, treating outputs as drafts...
Maximize Claude Code: Advanced Configuration for Senior Engineers
Claude Code offers configuration options including project-specific CLAUDE.md files, three workspace modes (Ask, Auto, Preview), and command restrictions to optimize AI-assisted development for senior engineers.
How I Connected Claude to Shopify to Handle Customer Support and Returns
A developer built a Node.js system that integrates Claude with Shopify's API to automate customer support responses for order status and return requests, reducing manual support work while flagging complex issues for human review.
Stop Chatting With Claude. Start Orchestrating It.
A developer describes running multiple parallel Claude Code sessions to work on different features simultaneously, shifting from sequential chat-based interactions to an orchestration model where detailed plans with exact file paths and diffs are created before execution begins.
I built a $2/month Claude API proxy — here's the curl command
A developer built an API proxy offering flat-rate access to Claude for $2/month, compared to standard per-token pricing or $20/month subscription fees. The proxy supports the full Anthropic Messages API and can be integrated with Claude Code via environment variables or direct API calls.
Making ChatGPT, Perplexity and Claude actually cite your SPA — a GEO field report
A developer found their single-page application website unindexed by ChatGPT, Perplexity, and Claude, then documented technical changes to make it discoverable to AI crawlers, starting with a noscript SEO block since most AI bots don't execute JavaScript.
AI-Powered Repository Security Check with Antigravity Workflow
A security scanning workflow combines Gitleaks, Semgrep, Checkov, and OSV-Scanner to detect secrets, code vulnerabilities, and infrastructure misconfigurations, then uses jq to reduce output size by 90% before sending results to AI models for analysis, lowering costs.
Cleanup Claude Code Paste
Simon Willison released Cleanup Claude Code Paste, a web tool that removes terminal prompt characters and fixes whitespace when copying prompts from the Claude Code app.
I Tested Every 'Memory' Solution for AI Coding Assistants - Here's What Actually Works
An AI coding assistant user tested memory solutions to retain context across sessions and found that while existing tools like Obsidian Mind and Claude Code's built-in memory work within single platforms, a unified approach using structured memory accessible across multiple AI tools addresses the...
Why Your Claude-Generated Code Falls Apart Three Weeks Later (And What to Do About It)
Developers working with Claude-generated code often lose understanding of their codebase weeks later due to treating each AI session in isolation. Maintainable AI-assisted projects require documenting context before each session, clearly defining success criteria, keeping sessions scoped and brie...
Claude Code rate limits: how to never hit them again
Claude Code users can avoid API rate limits by routing requests through a proxy service, compacting conversation history at 50% context capacity, breaking large tasks into smaller scoped requests, excluding unnecessary files via .claudeignore, and consolidating work into a single terminal session...
Git Worktrees for Parallel AI Agent and Human Branches
Git worktrees allow multiple simultaneous checkouts of the same repository without creating duplicate clones, enabling developers to run AI coding agents on feature branches while working on other branches without stashing changes.
I analyzed 187 Claude Code sessions. $6,744 worth of tokens. Here's where they actually went.
A developer analyzed 187 Claude sessions consuming 3.3 billion tokens and found 97% were cache reads, with only 2.8% controllable, identifying inefficiencies like excessive context bloat and duplicate subagent calls. They released ccwhy, an open-source tool that analyzes local Claude session data...
Get Started with Claude Code: A Developer's First Look at AI-Powered Coding
Claude Code is Anthropic's terminal-based coding tool that reads entire project folders, creates and edits files, runs shell commands, and maintains project context via a CLAUDE.md file. Installation requires a single PowerShell command and API credits on an Anthropic account.
I Built a Checkpoint System for Claude Code CLI — Never Lose Your Work Again
A developer released ccheckpoints, an npm package that adds automatic session tracking and checkpoint restoration to Claude Code CLI, allowing users to view file changes across coding sessions and revert to previous states through a web dashboard.
I switched my Claude API base URL and stopped paying $20/month
A developer reduced Claude API costs from $20/month to $2/month by redirecting requests through a third-party proxy service using the ANTHROPIC_BASE_URL environment variable, which forwards calls to Anthropic's API and charges a flat fee instead of per-token pricing.
I Built a Personal AI Assistant with a Telegram Bot Using OpenClaw — Here's How
A developer published a tutorial on building a personal AI assistant using OpenClaw, an open-source framework that integrates with Telegram and runs locally on Windows, using Anthropic's Claude model as the underlying AI engine.
I Started Building a Roguelike RPG — Powered by On-Device AI #1
A developer built a roguelike RPG that runs a quantized language model locally on an Android phone to procedurally generate dungeon content. Initial testing on a Samsung Galaxy S24 Ultra took 8 minutes 43 seconds to generate one dungeon set using CPU-only inference.
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