https://binh-ai.com/en/binhAI collects AI tips, tricks and the best reads on AI for developers, PMs and everyday users.enhttps://binh-ai.com/en/posts/cheap-claude-api-proxy-riskshttps://binh-ai.com/en/posts/cheap-claude-api-proxy-risksMon, 26 Oct 2026 00:00:00 +0000TipsGroups often advertise Claude keys/endpoints at 50–80% off. Before plugging one into a project, understand the data, model-quality and terms risks.https://binh-ai.com/en/posts/claude-message-batches-apihttps://binh-ai.com/en/posts/claude-message-batches-apiMon, 26 Oct 2026 00:00:00 +0000ToolsClassify 10,000 tickets, summarize a document archive, run evals… submit once as a batch, collect later, pay half.https://binh-ai.com/en/posts/claude-subscription-vs-apihttps://binh-ai.com/en/posts/claude-subscription-vs-apiMon, 26 Oct 2026 00:00:00 +0000TipsSame models, two completely different billing models. Pick wrong and you either overpay or hit limits right when you need them.https://binh-ai.com/en/posts/subagent-model-routing-save-tokenshttps://binh-ai.com/en/posts/subagent-model-routing-save-tokensMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsEvery Claude Code subagent can run its own model. Configure it well and you save tokens without losing quality.https://binh-ai.com/en/posts/claude-code-agent-teamshttps://binh-ai.com/en/posts/claude-code-agent-teamsMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsOne lead coordinates, teammates have their own context, share a task list and message each other directly. Experimental, powerful, token-hungry.https://binh-ai.com/en/posts/api-key-security-ai-appshttps://binh-ai.com/en/posts/api-key-security-ai-appsMon, 26 Oct 2026 00:00:00 +0000TipsKeys leaked on GitHub or in client-side JavaScript get scraped and abused within minutes. A short checklist to avoid being the victim.https://binh-ai.com/en/posts/structured-output-tool-use-jsonhttps://binh-ai.com/en/posts/structured-output-tool-use-jsonMon, 26 Oct 2026 00:00:00 +0000Tools“Only return JSON” prompts still leak prose sometimes. Define a schema as a tool and force the call — clean, parseable data.https://binh-ai.com/en/posts/mcp-skills-prompt-injection-riskshttps://binh-ai.com/en/posts/mcp-skills-prompt-injection-risksMon, 26 Oct 2026 00:00:00 +0000TipsAgents read web pages, emails, GitHub issues… and any of that text can carry hidden instructions. Simple defensive rules for Claude Code users.https://binh-ai.com/en/posts/claude-code-hooks-basicshttps://binh-ai.com/en/posts/claude-code-hooks-basicsMon, 26 Oct 2026 00:00:00 +0000AI AutomationCLAUDE.md is advice; hooks are law. Scripts run at fixed points in the agent loop, so the result is guaranteed.https://binh-ai.com/en/posts/claude-code-headless-automationhttps://binh-ai.com/en/posts/claude-code-headless-automationMon, 26 Oct 2026 00:00:00 +0000AI AutomationNot just a terminal chat — headless mode turns Claude Code into a CLI command you can drop into automated pipelines.https://binh-ai.com/en/posts/openclaw-self-hosted-ai-agenthttps://binh-ai.com/en/posts/openclaw-self-hosted-ai-agentMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsOne of the fastest-growing open-source personal-agent projects (formerly Clawdbot, Moltbot). Powerful, but it needs a safe setup.https://binh-ai.com/en/posts/openspec-spec-driven-developmenthttps://binh-ai.com/en/posts/openspec-spec-driven-developmentMon, 26 Oct 2026 00:00:00 +0000ToolsEach change is a folder with proposal, specs, design and tasks. The agent follows the tasks, then you archive and update the main spec.https://binh-ai.com/en/posts/design-md-for-ai-agentshttps://binh-ai.com/en/posts/design-md-for-ai-agentsMon, 26 Oct 2026 00:00:00 +0000Toolsawesome-design-md and getdesign.md collect 550+ DESIGN.md files analyzed from well-known sites — colors, fonts, spacing, components.https://binh-ai.com/en/posts/blender-mcp-ai-3dhttps://binh-ai.com/en/posts/blender-mcp-ai-3dMon, 26 Oct 2026 00:00:00 +0000ToolsAn addon opens a socket inside Blender; an MCP server relays Claude's commands: create objects, edit materials, pull Poly Haven assets, run Python.https://binh-ai.com/en/posts/stanford-cs146s-modern-software-developerhttps://binh-ai.com/en/posts/stanford-cs146s-modern-software-developerMon, 26 Oct 2026 00:00:00 +0000ReadingA course on how AI is changing the whole software lifecycle — IDEs, terminals, review, testing — and when AI can be trusted.https://binh-ai.com/en/posts/github-mcp-server-toolsetshttps://binh-ai.com/en/posts/github-mcp-server-toolsetsMon, 26 Oct 2026 00:00:00 +0000ToolsGitHub's own MCP server, available remote or via Docker. Toolsets and read-only mode keep context small and access safe.https://binh-ai.com/en/posts/playwright-mcp-browser-automationhttps://binh-ai.com/en/posts/playwright-mcp-browser-automationMon, 26 Oct 2026 00:00:00 +0000ToolsMicrosoft's MCP server lets Claude open pages, click, fill forms and test UIs — using page structure, no vision model required.https://binh-ai.com/en/posts/context7-up-to-date-docshttps://binh-ai.com/en/posts/context7-up-to-date-docsMon, 26 Oct 2026 00:00:00 +0000ToolsAdd “use context7” to a prompt and the agent pulls version-specific docs for your libraries instead of guessing from training data.https://binh-ai.com/en/posts/claude-code-github-actionhttps://binh-ai.com/en/posts/claude-code-github-actionMon, 26 Oct 2026 00:00:00 +0000AI AutomationAnthropic's official action runs on your own runner: automated PR review, issue triage, docs sync, scheduled maintenance.https://binh-ai.com/en/posts/claude-agent-sdk-pythonhttps://binh-ai.com/en/posts/claude-agent-sdk-pythonMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsThe same agent loop, tools, permissions and hooks as Claude Code — called from your code, with custom tools written in Python.https://binh-ai.com/en/posts/n8n-self-hosting-basicshttps://binh-ai.com/en/posts/n8n-self-hosting-basicsMon, 26 Oct 2026 00:00:00 +0000AI AutomationRun n8n with Docker on a laptop or VPS, persist data, add HTTPS — and what to do before running it for real.https://binh-ai.com/en/posts/n8n-ai-agent-node-claudehttps://binh-ai.com/en/posts/n8n-ai-agent-node-claudeMon, 26 Oct 2026 00:00:00 +0000AI AutomationCombine the Anthropic Chat Model, conversation memory and tools (HTTP, Google Sheets, databases) into an agent that runs inside a workflow.https://binh-ai.com/en/posts/ai-content-pipeline-human-approvalhttps://binh-ai.com/en/posts/ai-content-pipeline-human-approvalMon, 26 Oct 2026 00:00:00 +0000AI AutomationAutomate 90% of content drafting for a page or blog and keep the most important 10% for humans: deciding whether it goes out.https://binh-ai.com/en/posts/automation-first-ai-for-judgmenthttps://binh-ai.com/en/posts/automation-first-ai-for-judgmentMon, 26 Oct 2026 00:00:00 +0000AI AutomationA common mistake: putting an LLM in every step. Good workflows use code/if-else for the certain parts and AI for the fuzzy parts.https://binh-ai.com/en/posts/workflows-vs-agents-five-patternshttps://binh-ai.com/en/posts/workflows-vs-agents-five-patternsMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsPrompt chaining, routing, parallelization, orchestrator-workers, evaluator-optimizer — and when you actually need an autonomous agent.https://binh-ai.com/en/posts/internal-ai-assistant-chatbothttps://binh-ai.com/en/posts/internal-ai-assistant-chatbotMon, 26 Oct 2026 00:00:00 +0000AI Automation“How do I request leave?”, “What's the prod deploy process?” — a bot that answers from internal docs, cites sources, doesn't make things up.https://binh-ai.com/en/posts/esp32-mqtt-home-assistant-aihttps://binh-ai.com/en/posts/esp32-mqtt-home-assistant-aiMon, 26 Oct 2026 00:00:00 +0000AI AutomationA few-dollar microcontroller reads sensors, publishes over MQTT, Home Assistant automates — plus an AI assistant you talk to in plain language.https://binh-ai.com/en/posts/ai-email-ticket-triagehttps://binh-ai.com/en/posts/ai-email-ticket-triageMon, 26 Oct 2026 00:00:00 +0000AI AutomationThe most common AI automation pattern: read → classify → extract → route, with a confidence threshold so humans handle the hard cases.https://binh-ai.com/en/posts/ai-daily-digest-automationhttps://binh-ai.com/en/posts/ai-daily-digest-automationMon, 26 Oct 2026 00:00:00 +0000AI AutomationInstead of opening 10 tabs every morning, let a workflow collect sources, dedupe, rank and send a summary to Slack/Telegram/email.https://binh-ai.com/en/posts/automation-roi-what-to-automatehttps://binh-ai.com/en/posts/automation-roi-what-to-automateMon, 26 Oct 2026 00:00:00 +0000AI AutomationNot everything AI can do is worth automating. Score by frequency, time, cost of errors and data readiness.https://binh-ai.com/en/posts/agent-skills-explainedhttps://binh-ai.com/en/posts/agent-skills-explainedMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsA skill is a folder with a SKILL.md that teaches an agent one specific job. It’s an open standard used by Claude Code, Codex, Gemini CLI, Cursor and more.https://binh-ai.com/en/posts/agents-md-claude-codehttps://binh-ai.com/en/posts/agents-md-claude-codeMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsSince 2.1.277, if a folder has no CLAUDE.md, Claude Code uses AGENTS.md — the open format already used by Codex, Cursor and others.https://binh-ai.com/en/posts/mcp-model-context-protocol-explainedhttps://binh-ai.com/en/posts/mcp-model-context-protocol-explainedMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsThe Model Context Protocol is a common standard for AI apps to reach external tools and data. Build a server once; every MCP-capable client can use it.https://binh-ai.com/en/posts/agent-harness-how-claude-code-workshttps://binh-ai.com/en/posts/agent-harness-how-claude-code-worksMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsClaude Code, Cursor and Devin share the same “harness”: think → call a tool → observe → repeat. Understanding the loop makes you better at using agents.https://binh-ai.com/en/posts/claude-code-loop-cost-prompt-cachehttps://binh-ai.com/en/posts/claude-code-loop-cost-prompt-cacheMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsEvery iteration resends the whole context. If iterations are spaced longer than the prompt cache lives, each one pays full price.https://binh-ai.com/en/posts/rtk-rust-token-killerhttps://binh-ai.com/en/posts/rtk-rust-token-killerMon, 26 Oct 2026 00:00:00 +0000ToolsA Rust binary that hooks into Claude Code and trims output from git, npm, pytest, docker… cutting most of the tokens from bash output.https://binh-ai.com/en/posts/caveman-terse-output-skillhttps://binh-ai.com/en/posts/caveman-terse-output-skillMon, 26 Oct 2026 00:00:00 +0000TipsA community skill that strips greetings, articles and filler from Claude’s replies while leaving code unchanged. It saves output tokens, but isn’t for every situation.https://binh-ai.com/en/posts/graphify-codebase-knowledge-graphhttps://binh-ai.com/en/posts/graphify-codebase-knowledge-graphMon, 26 Oct 2026 00:00:00 +0000ToolsCode parsed via AST, docs via Claude, saved as a queryable graph. The bigger the repo, the more tokens each question saves.https://binh-ai.com/en/posts/superpowers-skills-plan-before-codehttps://binh-ai.com/en/posts/superpowers-skills-plan-before-codeMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsInstead of “build me an app”, Superpowers walks the agent through brainstorm → plan → batched execution → TDD → verification before saying done.https://binh-ai.com/en/posts/autoharness-self-learning-skillshttps://binh-ai.com/en/posts/autoharness-self-learning-skillsMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsAn open-source plugin that captures reusable approaches from your sessions as skills — then updates, merges and prunes them over time.https://binh-ai.com/en/posts/ralph-wiggum-loophttps://binh-ai.com/en/posts/ralph-wiggum-loopMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsA “dumb but effective” technique: keep the agent running on the same prompt and stop only when a check that can’t lie says it passed.https://binh-ai.com/en/posts/hallmark-anti-ai-slop-design-skillhttps://binh-ai.com/en/posts/hallmark-anti-ai-slop-design-skillMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsPurple gradients, identical rounded cards, generic copy — Hallmark uses page structures, themes and a 65-point “slop test” to block those tells.https://binh-ai.com/en/posts/claude-howto-learning-pathhttps://binh-ai.com/en/posts/claude-howto-learning-pathMon, 26 Oct 2026 00:00:00 +0000ReadingInstalled Claude Code — now what? This open-source repo goes from slash commands to plugins, with diagrams, templates and self-check quizzes.https://binh-ai.com/en/posts/xtool-ios-without-machttps://binh-ai.com/en/posts/xtool-ios-without-macMon, 26 Oct 2026 00:00:00 +0000ToolsAn open-source Xcode alternative for turning SwiftPM packages into iOS apps, running on Linux, WSL, Windows and macOS.https://binh-ai.com/en/posts/tv-vibehack-debloat-android-tvhttps://binh-ai.com/en/posts/tv-vibehack-debloat-android-tvMon, 26 Oct 2026 00:00:00 +0000ToolsIt started with fixing a parent’s TV: a prompt and a minimal launcher let AI disable ads, telemetry and preinstalled apps — plus a list of gotchas.https://binh-ai.com/en/posts/hyperframes-video-as-codehttps://binh-ai.com/en/posts/hyperframes-video-as-codeMon, 26 Oct 2026 00:00:00 +0000ToolsHeyGen’s open-source framework: compose with HTML/CSS, render with headless Chrome + FFmpeg, plus 21 skills so agents can produce demo and launch videos.https://binh-ai.com/en/posts/remotion-agent-skillshttps://binh-ai.com/en/posts/remotion-agent-skillsMon, 26 Oct 2026 00:00:00 +0000ToolsRemotion’s official skill set guides agents through compositions, captions, maps and rendering using best practices instead of guessing the API.https://binh-ai.com/en/posts/motion-graphics-repos-for-claudehttps://binh-ai.com/en/posts/motion-graphics-repos-for-claudeMon, 26 Oct 2026 00:00:00 +0000Reading“20 motion graphics repos” lists are easy to misread: some are skills, some are video engines, some are just web animation libraries.https://binh-ai.com/en/posts/rea-reverse-engineer-anything-reality-checkhttps://binh-ai.com/en/posts/rea-reverse-engineer-anything-reality-checkMon, 26 Oct 2026 00:00:00 +0000AI Agents & SkillsREA helps AI agents investigate how binaries, APKs and web apps behave. It’s real and useful — but the clickbait overstates it and skips the legal and safety risks.https://binh-ai.com/en/posts/windows-event-4625-brute-force-triagehttps://binh-ai.com/en/posts/windows-event-4625-brute-force-triageMon, 26 Oct 2026 00:00:00 +0000System DesignRed logs don’t always mean an attack. How SOC analysts triage Windows logon failures: which fields matter, when it’s brute force, when it’s a stale password.https://binh-ai.com/en/posts/cloudflare-security-audit-skillhttps://binh-ai.com/en/posts/cloudflare-security-audit-skillMon, 26 Oct 2026 00:00:00 +0000ToolsVibe coding is fast but leaky. Cloudflare’s new skill scans your codebase and verifies whether each vulnerability is real before you ship.https://binh-ai.com/en/posts/bloom-filter-false-positivehttps://binh-ai.com/en/posts/bloom-filter-false-positiveMon, 26 Oct 2026 00:00:00 +0000System DesignA tiny bit array in RAM lets RocksDB and Cassandra skip countless pointless disk reads — at the cost of the occasional false alarm.https://binh-ai.com/en/posts/replication-lag-read-your-writeshttps://binh-ai.com/en/posts/replication-lag-read-your-writesMon, 26 Oct 2026 00:00:00 +0000System DesignNothing was lost — you’re just reading from a replica that hasn’t caught up yet. The cleanest fix: read-your-writes.https://binh-ai.com/en/posts/claude-code-desktop-multitaskhttps://binh-ai.com/en/posts/claude-code-desktop-multitaskMon, 26 Oct 2026 00:00:00 +0000ToolsA session sidebar, the /btw command, automatic sub-tasks and saved Environments — four changes that make multi-threaded work easier.https://binh-ai.com/en/posts/tcp-handshake-first-request-rtthttps://binh-ai.com/en/posts/tcp-handshake-first-request-rttMon, 26 Oct 2026 00:00:00 +0000System DesignFirst request 160ms, next ones just 80ms — even with an instant server. The culprit is the SYN / SYN-ACK / ACK greeting.https://binh-ai.com/en/posts/captist-auto-zoom-screen-recorderhttps://binh-ai.com/en/posts/captist-auto-zoom-screen-recorderMon, 26 Oct 2026 00:00:00 +0000ToolsShip demo videos, tutorials and progress updates faster: auto-zoom, sticky redaction, keystroke overlays and local processing.https://binh-ai.com/en/posts/debounce-search-inputhttps://binh-ai.com/en/posts/debounce-search-inputMon, 26 Oct 2026 00:00:00 +0000TipsA search box that calls the API on every keystroke floods the server with half-typed queries. Debounce waits until you’re done.https://binh-ai.com/en/posts/ambient-light-for-youtubehttps://binh-ai.com/en/posts/ambient-light-for-youtubeMon, 26 Oct 2026 00:00:00 +0000ToolsAn open-source extension that uses WebGL to cast a glow around YouTube videos — no LED strips required.https://binh-ai.com/en/posts/animated-avatars-ai-chatbot-uxhttps://binh-ai.com/en/posts/animated-avatars-ai-chatbot-uxMon, 26 Oct 2026 00:00:00 +0000AI AutomationSwap the boring loading spinner for a character that changes motion with the agent’s Idle, Working and Sleeping states.https://binh-ai.com/en/posts/liquid-glass-webgl-uihttps://binh-ai.com/en/posts/liquid-glass-webgl-uiMon, 26 Oct 2026 00:00:00 +0000ToolsCSS backdrop-filter only gives a flat blur. Liquid Glass libraries use WebGL to compute refraction for a convincing glass look.https://binh-ai.com/en/posts/iphone-duo-mockup-generatorhttps://binh-ai.com/en/posts/iphone-duo-mockup-generatorMon, 26 Oct 2026 00:00:00 +0000ToolsDays after launch, the community already has dual-screen mockup tools: upload your UI, export high-quality images.https://binh-ai.com/en/posts/page-mascot-cursor-trackinghttps://binh-ai.com/en/posts/page-mascot-cursor-trackingMon, 26 Oct 2026 00:00:00 +0000ToolsAn interactive mascot library that makes static pages feel alive: characters track the cursor, react to clicks, and AI agents can draw custom ones.https://binh-ai.com/en/posts/morphicons-svg-icon-morphinghttps://binh-ai.com/en/posts/morphicons-svg-icon-morphingMon, 26 Oct 2026 00:00:00 +0000ToolsTurn a Menu button into an X with a shape morph instead of a rotate or fade. Works with Lucide, Tabler and Heroicons, with zero heavy dependencies.https://binh-ai.com/en/posts/retry-storm-exponential-backoff-jitterhttps://binh-ai.com/en/posts/retry-storm-exponential-backoff-jitterMon, 26 Oct 2026 00:00:00 +0000System Design12 clients retrying at once knock over a 6-slot server. Backoff decides how long to wait; jitter decides whether the server survives.https://binh-ai.com/en/posts/write-ahead-log-durabilityhttps://binh-ai.com/en/posts/write-ahead-log-durabilityMon, 26 Oct 2026 00:00:00 +0000System DesignAll 6 writes were acked but only 3 reached the table — and after a power cut nothing is lost, because the log is written first and the table later.https://binh-ai.com/en/posts/circuit-breaker-patternhttps://binh-ai.com/en/posts/circuit-breaker-patternMon, 26 Oct 2026 00:00:00 +0000System DesignThe service is down, yet every call still waits 1000ms for an error. A circuit breaker counts failures, trips, and fails fast.https://binh-ai.com/en/posts/event-loop-settimeout-zerohttps://binh-ai.com/en/posts/event-loop-settimeout-zeroMon, 26 Oct 2026 00:00:00 +0000Tips“0ms” doesn’t promise to run now — only to queue early. Microtasks always go before macrotasks.https://binh-ai.com/en/posts/backpressure-queue-watermarkshttps://binh-ai.com/en/posts/backpressure-queue-watermarksMon, 26 Oct 2026 00:00:00 +0000System DesignThe producer pushes 3 msg/s, the consumer handles 1. Without backpressure the queue grows until it runs out of memory. With it, the consumer sets the pace.https://binh-ai.com/en/posts/p2p-cdn-webrtc-video-streaminghttps://binh-ai.com/en/posts/p2p-cdn-webrtc-video-streamingMon, 26 Oct 2026 00:00:00 +0000System DesignThe CDN sends only a few original copies; viewers’ players pass the rest to each other — and fall back to the CDN the moment a peer leaves.https://binh-ai.com/en/posts/database-connection-poolhttps://binh-ai.com/en/posts/database-connection-poolMon, 26 Oct 2026 00:00:00 +0000System DesignThe query takes 12ms but the API is still slow? Connection setup is often the culprit. A pool removes that cost — until load exceeds it and requests queue.https://binh-ai.com/en/posts/multi-layer-caching-stackhttps://binh-ai.com/en/posts/multi-layer-caching-stackMon, 26 Oct 2026 00:00:00 +0000System DesignBrowser, CDN, Redis, database — stacked. A request pays only down to the layer that answers, and every miss teaches the stack.