Practical AI tutorials for real work with assistants, automation, agents, and systems — without producing AI slop.https://www.superbash.ai/en-ushttps://www.superbash.ai/lessons/ai-projects/l01-coding-with-claude-code/https://www.superbash.ai/lessons/ai-projects/l01-coding-with-claude-code/Put Claude Code inside a real repository and use a write, test, fix loop to build safely. See when Hermes or Cursor is a better fit.Tue, 01 Sep 2026 00:00:00 GMTCase studiesLesson L01https://www.superbash.ai/lessons/tools/l04-pi-coding-agent-sandboxed-first-task/https://www.superbash.ai/lessons/tools/l04-pi-coding-agent-sandboxed-first-task/Install Pi 0.84.4 without lifecycle scripts, run one small task in an explicit sandbox, verify its diff and tests, prove a denied filesystem probe, and remove the evaluation cleanly.Tue, 01 Sep 2026 00:00:00 GMTToolsLesson L04https://www.superbash.ai/lessons/grok-bot/l14-grok-bot-vs-hermes-vs-openclaw/https://www.superbash.ai/lessons/grok-bot/l14-grok-bot-vs-hermes-vs-openclaw/Choose between a managed Grok Bot workspace and the self-hosted Hermes Agent or OpenClaw using current official documentation.Tue, 01 Sep 2026 00:00:00 GMTGrok BotLesson L14https://www.superbash.ai/articles/deepseek-v4-flash-vision-exp/https://www.superbash.ai/articles/deepseek-v4-flash-vision-exp/DeepSeek calls this its first experimental multimodal V4 model. The MIT weights are public, but our nine-run practical benchmark remains unmeasured.Tue, 01 Sep 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/articles/google-timesfm-3-forecasting/https://www.superbash.ai/articles/google-timesfm-3-forecasting/Google's 330M TimesFM-3 handles multivariate forecasting and covariates, but its default PyTorch weights are not licensed for commercial or production use.Tue, 01 Sep 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/articles/hermes-agent-v0-21-pantheon-release/https://www.superbash.ai/articles/hermes-agent-v0-21-pantheon-release/A source-checked guide to Hermes Agent v0.21.0: cron continuity, bot-to-bot peer handoffs, protected instruction files, and a safe upgrade path.Tue, 01 Sep 2026 00:00:00 GMTArticlesreleasehttps://www.superbash.ai/articles/openclaw-2026-8-1-upgrade-guide/https://www.superbash.ai/articles/openclaw-2026-8-1-upgrade-guide/OpenClaw 2026.8.1 upgrade guide covering OpenProse removal, OpenAI route migration, SDK gates, provider trust, credentials, and rollback.Tue, 01 Sep 2026 00:00:00 GMTArticlesreleasehttps://www.superbash.ai/articles/pi-coding-agent-core-packages-security/https://www.superbash.ai/articles/pi-coding-agent-core-packages-security/Install Pi 0.84.4 without lifecycle scripts, understand its small core and extension boundary, and choose a real sandbox for risky work.Tue, 01 Sep 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/articles/tensorrt-model-connect-two-command-deployment/https://www.superbash.ai/articles/tensorrt-model-connect-two-command-deployment/Build a supported Qwen bundle with TensorRT Model Connect, run its smoke check, and keep the deployment boundary explicit when GPU evidence is unavailable.Tue, 01 Sep 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/lessons/ai-models/l06-fable-5-vs-gpt-5-6-sol/https://www.superbash.ai/lessons/ai-models/l06-fable-5-vs-gpt-5-6-sol/Route ambiguous planning and high-judgment review to Fable 5, then use GPT-5.6 Sol for sustained implementation and tool-heavy execution.Mon, 31 Aug 2026 00:00:00 GMTAI ModelsLesson L06https://www.superbash.ai/articles/agnes-2-5-pro-alpha/https://www.superbash.ai/articles/agnes-2-5-pro-alpha/Agnes 2.5 Pro Alpha has Apache-2.0 weights, a paid OpenAI-compatible API and a 1M-token context claim. Its Superbash API benchmark remains unmeasured.Mon, 31 Aug 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/articles/gemini-omni-1-1-flash/https://www.superbash.ai/articles/gemini-omni-1-1-flash/Google's Gemini Omni 1.1 Flash generates and edits short video. Here are the exact API ID, prices, limits, and why a long-video tool benchmark does not apply.Mon, 31 Aug 2026 00:00:00 GMTArticlesreleasehttps://www.superbash.ai/articles/tencent-hy4-preview-open-weight-model/https://www.superbash.ai/articles/tencent-hy4-preview-open-weight-model/Tencent Hy4 preview has 770B total parameters, 49B active parameters, a 1M context window and Apache-2.0 weights, but no checked hosted inference route.Mon, 31 Aug 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/articles/webmcp-read-only-agent-tool-tutorial/https://www.superbash.ai/articles/webmcp-read-only-agent-tool-tutorial/Build one read-only WebMCP browser tool, validate its schema, log every call, preserve a UI fallback, and interpret a reproducible 20-versus-20 test.Mon, 31 Aug 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/articles/wikiskill-agent-experience-evolution/https://www.superbash.ai/articles/wikiskill-agent-experience-evolution/A source-grounded review of the WikiSkill paper and community CLI, including a held-out Hermes evaluation that remains unmeasured rather than overstated.Mon, 31 Aug 2026 00:00:00 GMTArticlesresearchhttps://www.superbash.ai/articles/claude-code-restricted-mode/https://www.superbash.ai/articles/claude-code-restricted-mode/Test Claude Code 2.1.248 restricted mode, see which tools remain, understand its network exposure, and choose real isolation for untrusted work.Fri, 28 Aug 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/lessons/grok-bot/l01-what-is-grok-bot/https://www.superbash.ai/lessons/grok-bot/l01-what-is-grok-bot/Understand what Grok Bot is, what its named Bots can do, and the shared-computer detail every new user should know.Thu, 27 Aug 2026 00:00:00 GMTGrok BotLesson L01https://www.superbash.ai/lessons/hermes/l01-what-is-hermes-agent/https://www.superbash.ai/lessons/hermes/l01-what-is-hermes-agent/Understand what Hermes adds to a language model, when to use it, and how to verify a first installation.Thu, 27 Aug 2026 00:00:00 GMTHermes AgentLesson L01https://www.superbash.ai/lessons/hermes/l12-browser-use-mode/https://www.superbash.ai/lessons/hermes/l12-browser-use-mode/Choose a Hermes browser provider, verify Browser Use mode, protect private sessions, and test the setup on one bounded task.Thu, 27 Aug 2026 00:00:00 GMTHermes AgentLesson L12https://www.superbash.ai/lessons/ai-projects/l13-glm-5-3-zcode-free-plan/https://www.superbash.ai/lessons/ai-projects/l13-glm-5-3-zcode-free-plan/Connect a new Z.ai or BigModel account to ZCode and use the five-day GLM trial without adding a payment method.Thu, 27 Aug 2026 00:00:00 GMTCase studiesLesson L13https://www.superbash.ai/articles/glm-5-3-flash-local-3bit-128gb/https://www.superbash.ai/articles/glm-5-3-flash-local-3bit-128gb/Unsloth's 3-bit GGUF puts GLM-5.3-Flash, a 320B-total MoE with 18B active parameters, within reach of 128GB machines. Here is the catch.Thu, 27 Aug 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/articles/google-ai-student-plan-free-year/https://www.superbash.ai/articles/google-ai-student-plan-free-year/Eligible college students can claim 12 months of Google AI Pro or AI Plus at no cost. Check the deadline, regions, verification, card, and renewal terms.Thu, 27 Aug 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/lessons/tools/l01-cc-switch-provider-manager/https://www.superbash.ai/lessons/tools/l01-cc-switch-provider-manager/Install CC Switch, back up your current CLI settings, add one provider, switch safely, verify the real configuration, and understand proxy, failover, MCP, and Skills boundaries.Wed, 26 Aug 2026 00:00:00 GMTToolsLesson L01https://www.superbash.ai/lessons/decodo/l01-why-ai-agents-need-web-scraping/https://www.superbash.ai/lessons/decodo/l01-why-ai-agents-need-web-scraping/Learn where built-in web search stops, when scraping becomes the right retrieval layer, and why Decodo is a practical option for research and data-heavy workflows.Wed, 26 Aug 2026 00:00:00 GMTDecodo Web ScrapingLesson L01https://www.superbash.ai/lessons/decodo/l02-choose-your-decodo-scraping-route/https://www.superbash.ai/lessons/decodo/l02-choose-your-decodo-scraping-route/Start with the smallest Decodo product that fits the job: MCP for an assistant, Web Scraping API for code, or a proxy product for your own scraper.Wed, 26 Aug 2026 00:00:00 GMTDecodo Web ScrapingLesson L02https://www.superbash.ai/lessons/tools/l02-vorssaint-macos-utility/https://www.superbash.ai/lessons/tools/l02-vorssaint-macos-utility/Install only the Mac utilities you need, grant permissions feature by feature, and configure sound, windows, monitoring, clipboard, and maintenance without turning on everything.Wed, 26 Aug 2026 00:00:00 GMTToolsLesson L02https://www.superbash.ai/lessons/tools/l03-warp-agentic-terminal/https://www.superbash.ai/lessons/tools/l03-warp-agentic-terminal/Install Warp, learn Terminal and Agent modes, add project rules and cautious permissions, complete a reviewed change, save a Workflow, and connect MCP safely.Wed, 26 Aug 2026 00:00:00 GMTToolsLesson L03https://www.superbash.ai/lessons/ai-projects/l14-claude-unified-memory-chat-cowork/https://www.superbash.ai/lessons/ai-projects/l14-claude-unified-memory-chat-cowork/Set up Claude's editable memory topics, carry context between Chat and cloud Cowork, and keep the boundaries clear.Wed, 26 Aug 2026 00:00:00 GMTCase studiesLesson L14https://www.superbash.ai/articles/apple-m6-mac-mini-m5-mac-studio-local-ai/https://www.superbash.ai/articles/apple-m6-mac-mini-m5-mac-studio-local-ai/Apple's M6 Mac mini and M5 Max/Ultra Mac Studio promise major AI gains. Here is what the chips change, which models fit, and which claims need proof.Wed, 26 Aug 2026 00:00:00 GMTArticlesreleasehttps://www.superbash.ai/articles/gmi-cloud-minimax-week-free-api/https://www.superbash.ai/articles/gmi-cloud-minimax-week-free-api/GMI Cloud has made MiniMax M3, M2.7, Speech 2.8, and Music 3.0 free through September 6. Here is what is included and how to test it safely.Wed, 26 Aug 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/articles/mac-mini-m6-m5-pro-local-ai-buying-guide/https://www.superbash.ai/articles/mac-mini-m6-m5-pro-local-ai-buying-guide/The $899 M6 Mac mini is not the 32GB model. Compare M6 and M5 Pro memory tiers, realistic local models, Apple performance claims, and reasons to wait.Wed, 26 Aug 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/articles/mac-studio-m5-max-m5-ultra-local-ai-buying-guide/https://www.superbash.ai/articles/mac-studio-m5-max-m5-ultra-local-ai-buying-guide/Compare M5 Max and M5 Ultra memory, bandwidth, runnable AI models, Apple performance claims, and the reality of 512GB Mac Studio clusters.Wed, 26 Aug 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/articles/ox-alpha-free-claude-code-cc-switch/https://www.superbash.ai/articles/ox-alpha-free-claude-code-cc-switch/Ox Alpha's free preview has ended and was revealed as Z.ai GLM-5.3-Flash. This archived guide explains the former routes and their data-handling differences.Wed, 26 Aug 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/lessons/minimax-code/l01-minimax-code-explained/https://www.superbash.ai/lessons/minimax-code/l01-minimax-code-explained/Choose the right MiniMax product before you install anything, buy a plan, or paste an API key.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L01https://www.superbash.ai/lessons/minimax-code/l02-install-minimax-code-macos-windows/https://www.superbash.ai/lessons/minimax-code/l02-install-minimax-code-macos-windows/Install the correct desktop build, sign in, confirm account state, and open a disposable practice workspace.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L02https://www.superbash.ai/lessons/decodo/l03-connect-decodo-mcp/https://www.superbash.ai/lessons/decodo/l03-connect-decodo-mcp/Connect Decodo to Codex, Claude Code, Cursor, Windsurf, VS Code, Hermes, or another MCP-compatible agent, then verify one harmless scrape.Tue, 25 Aug 2026 00:00:00 GMTDecodo Web ScrapingLesson L03https://www.superbash.ai/lessons/minimax-code/l03-first-task-modes-and-workspace/https://www.superbash.ai/lessons/minimax-code/l03-first-task-modes-and-workspace/Choose Coding or Work mode, attach one disposable folder, and finish an inspect-plan-change-verify loop.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L03https://www.superbash.ai/lessons/minimax-code/l04-goals-and-task-briefs/https://www.superbash.ai/lessons/minimax-code/l04-goals-and-task-briefs/Turn a vague request into a bounded, testable brief and use Goal only when the outcome needs iterative work.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L04https://www.superbash.ai/lessons/minimax-code/l05-permissions-panels-git-code-review/https://www.superbash.ai/lessons/minimax-code/l05-permissions-panels-git-code-review/Checkpoint a practice project, inspect permissions and diffs, run a first-pass review, and restore one file safely.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L05https://www.superbash.ai/lessons/minimax-code/l06-history-collaboration-shortcuts/https://www.superbash.ai/lessons/minimax-code/l06-history-collaboration-shortcuts/Use task history, precise reply annotations, and your own keyboard shortcuts without losing the original scope or evidence.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L06https://www.superbash.ai/lessons/minimax-code/l07-memory/https://www.superbash.ai/lessons/minimax-code/l07-memory/Save one durable working preference, prove it in a fresh task, correct it once, then remove it without treating memory as policy.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L07https://www.superbash.ai/lessons/minimax-code/l08-built-in-skills-catalog/https://www.superbash.ai/lessons/minimax-code/l08-built-in-skills-catalog/Choose among all 21 skills bundled with v3.0.67, understand their triggers and limits, and identify three beta-gated capabilities.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L08https://www.superbash.ai/lessons/minimax-code/l09-create-and-refine-a-skill/https://www.superbash.ai/lessons/minimax-code/l09-create-and-refine-a-skill/Prove a workflow manually, turn it into a scoped skill, compare it with a baseline, and patch only failures supported by evidence.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L09https://www.superbash.ai/lessons/minimax-code/l10-custom-agents-and-agent-team/https://www.superbash.ai/lessons/minimax-code/l10-custom-agents-and-agent-team/Give one recurring role to a custom Agent, then use a bounded Leader–Worker–Verifier team only when parallel work earns its cost.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L10https://www.superbash.ai/lessons/minimax-code/l11-browser-long-context-multimodal/https://www.superbash.ai/lessons/minimax-code/l11-browser-long-context-multimodal/Use focused visual evidence and the built-in Browser to diagnose a page, make one bounded fix, and verify desktop and mobile results.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L11https://www.superbash.ai/lessons/minimax-code/l12-plugins-and-mcp/https://www.superbash.ai/lessons/minimax-code/l12-plugins-and-mcp/Choose the right integration type, inspect permissions, configure one MCP server, and prove the tool is reachable with a harmless test.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L12https://www.superbash.ai/lessons/decodo/l13-agent-skills-routing/https://www.superbash.ai/lessons/decodo/l13-agent-skills-routing/Install Decodo's official Agent Skills, keep credentials outside the instructions, and verify which scraping route your agent selects.Tue, 25 Aug 2026 00:00:00 GMTDecodo Web ScrapingLesson L13https://www.superbash.ai/lessons/minimax-code/l13-schedules-remote-control-messaging/https://www.superbash.ai/lessons/minimax-code/l13-schedules-remote-control-messaging/Turn one proven local workflow into a bounded schedule, then monitor it from a phone without treating remote access as unattended cloud execution.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L13https://www.superbash.ai/lessons/minimax-code/l14-plans-usage-api-byok-and-cli/https://www.superbash.ai/lessons/minimax-code/l14-plans-usage-api-byok-and-cli/Choose the correct account and model path, inspect current usage, and stop mixing up MiniMax Code desktop, mcode, and the mmx platform CLI.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L14https://www.superbash.ai/lessons/hermes/l15-learn-workflows/https://www.superbash.ai/lessons/hermes/l15-learn-workflows/Teach Hermes a repeatable workflow from a file, URL, or conversation, inspect the generated skill, and invoke it as your own slash command.Tue, 25 Aug 2026 00:00:00 GMTHermes AgentLesson L15https://www.superbash.ai/lessons/minimax-code/l15-troubleshooting-updates-and-feedback/https://www.superbash.ai/lessons/minimax-code/l15-troubleshooting-updates-and-feedback/Isolate auth, quota, context, permission, integration, and runtime failures before retrying, then send a secret-safe report support can reproduce.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L15https://www.superbash.ai/lessons/hermes/l16-background-queue-steer/https://www.superbash.ai/lessons/hermes/l16-background-queue-steer/Choose whether a new request should run separately now, wait for later, or redirect the work already in progress.Tue, 25 Aug 2026 00:00:00 GMTHermes AgentLesson L16https://www.superbash.ai/lessons/minimax-code/l16-capstone-ship-with-evidence/https://www.superbash.ai/lessons/minimax-code/l16-capstone-ship-with-evidence/Take one bounded request from known-good checkpoint to tested deliverable, reject scope drift, and hand off proof plus a rollback path.Tue, 25 Aug 2026 00:00:00 GMTMiniMax CodeLesson L16https://www.superbash.ai/lessons/hermes/l17-persistent-goals/https://www.superbash.ai/lessons/hermes/l17-persistent-goals/Give Hermes a measurable completion contract, add subgoals, and let it continue until the work is verified or genuinely blocked.Tue, 25 Aug 2026 00:00:00 GMTHermes AgentLesson L17https://www.superbash.ai/lessons/hermes/l18-loop-heartbeat-cron/https://www.superbash.ai/lessons/hermes/l18-loop-heartbeat-cron/Choose the right Hermes automation for repeated work in this chat, an idle-time watch, or a durable scheduled job.Tue, 25 Aug 2026 00:00:00 GMTHermes AgentLesson L18https://www.superbash.ai/lessons/hermes/l19-context-compress/https://www.superbash.ai/lessons/hermes/l19-context-compress/Inspect what is filling Hermes' working context, preview a safe compression boundary, and preserve the newest important exchanges.Tue, 25 Aug 2026 00:00:00 GMTHermes AgentLesson L19https://www.superbash.ai/lessons/hermes/l20-sessions-branch-resume/https://www.superbash.ai/lessons/hermes/l20-sessions-branch-resume/Give important chats memorable names, return to them later, and explore an alternative without losing the original conversation.Tue, 25 Aug 2026 00:00:00 GMTHermes AgentLesson L20https://www.superbash.ai/lessons/hermes/l21-prompts-model-cost/https://www.superbash.ai/lessons/hermes/l21-prompts-model-cost/Compose a proper brief in your editor, inspect real usage, understand work patterns, and borrow a stronger model for one difficult turn.Tue, 25 Aug 2026 00:00:00 GMTHermes AgentLesson L21https://www.superbash.ai/lessons/hermes/l22-memory-skill-approval/https://www.superbash.ai/lessons/hermes/l22-memory-skill-approval/Review proposed memories and skills, improve what Hermes has learned, and audit the resulting personal knowledge graph.Tue, 25 Aug 2026 00:00:00 GMTHermes AgentLesson L22https://www.superbash.ai/lessons/hermes/l23-blueprints-suggestions/https://www.superbash.ai/lessons/hermes/l23-blueprints-suggestions/Start from a guided Hermes automation template, review every filled slot, and keep suggested schedules behind an approval decision.Tue, 25 Aug 2026 00:00:00 GMTHermes AgentLesson L23https://www.superbash.ai/lessons/hermes/l24-voice-wake-handoff/https://www.superbash.ai/lessons/hermes/l24-voice-wake-handoff/Use voice mode and a local wake listener, then hand the same session to a configured messaging platform without losing its transcript.Tue, 25 Aug 2026 00:00:00 GMTHermes AgentLesson L24https://www.superbash.ai/articles/darkbloom-idle-mac-ai-inference/https://www.superbash.ai/articles/darkbloom-idle-mac-ai-inference/Darkbloom pays Mac owners to serve private AI inference. We examine how it works, live demand, realistic earnings, privacy claims, and alpha-stage risks.Tue, 25 Aug 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/articles/hermes-agent-skills-toolkit/https://www.superbash.ai/articles/hermes-agent-skills-toolkit/A source-checked guide to 17 skills, apps, and agent tools for Hermes: what each adds, what it costs in complexity, and what to install first.Tue, 25 Aug 2026 00:00:00 GMTArticlesresearchhttps://www.superbash.ai/articles/xiaomi-ai-cube-vs-nvidia-dgx-spark/https://www.superbash.ai/articles/xiaomi-ai-cube-vs-nvidia-dgx-spark/Compare Xiaomi's three-chip AI Cube prototype with NVIDIA DGX Spark, including memory, model claims, software, price, and the missing benchmark.Tue, 25 Aug 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/lessons/hermes/l13-curator-skill-maintenance/https://www.superbash.ai/lessons/hermes/l13-curator-skill-maintenance/Audit a crowded Hermes skill library, preview Curator's decisions, protect important workflows, and recover or roll back anything it archives.Thu, 20 Aug 2026 00:00:00 GMTHermes AgentLesson L13https://www.superbash.ai/lessons/hermes/l14-nvidia-skillevaluator/https://www.superbash.ai/lessons/hermes/l14-nvidia-skillevaluator/Add NVIDIA's advisory scan to Hermes skill installs, inspect the findings, and measure whether one of your own skills improves real agent work.Thu, 20 Aug 2026 00:00:00 GMTHermes AgentLesson L14https://www.superbash.ai/lessons/decodo/l04-scrape-pages-and-screenshots/https://www.superbash.ai/lessons/decodo/l04-scrape-pages-and-screenshots/Use Decodo's universal web tools, choose rendering and geography only when needed, and return compact evidence your assistant can review.Wed, 19 Aug 2026 00:00:00 GMTDecodo Web ScrapingLesson L04https://www.superbash.ai/lessons/decodo/l05-dynamic-pages-browser-actions/https://www.superbash.ai/lessons/decodo/l05-dynamic-pages-browser-actions/Move from MCP to Decodo's direct API when a public page needs a controlled click, input, scroll, wait, or XHR capture before extraction.Wed, 19 Aug 2026 00:00:00 GMTDecodo Web ScrapingLesson L05https://www.superbash.ai/lessons/decodo/l06-search-and-ai-answer-research/https://www.superbash.ai/lessons/decodo/l06-search-and-ai-answer-research/Collect current Google, Bing, ads, Lens, hotel, ChatGPT, Perplexity, and Google AI Mode evidence without mixing distinct surfaces.Wed, 19 Aug 2026 00:00:00 GMTDecodo Web ScrapingLesson L06https://www.superbash.ai/lessons/decodo/l07-ecommerce-price-research/https://www.superbash.ai/lessons/decodo/l07-ecommerce-price-research/Use target-specific Amazon, Walmart, Target, and TikTok Shop tools; normalize the result; and keep price, stock, shipping, and seller evidence separate.Wed, 19 Aug 2026 00:00:00 GMTDecodo Web ScrapingLesson L07https://www.superbash.ai/lessons/decodo/l08-social-community-research/https://www.superbash.ai/lessons/decodo/l08-social-community-research/Collect public posts, community activity, and engagement fields while preserving URLs, timestamps, scope, and the difference between observation and fact.Wed, 19 Aug 2026 00:00:00 GMTDecodo Web ScrapingLesson L08https://www.superbash.ai/lessons/decodo/l09-youtube-research-and-video/https://www.superbash.ai/lessons/decodo/l09-youtube-research-and-video/Use Decodo's YouTube search, channel, metadata, and subtitle tools to build a source-first video research workflow; understand when the separate video downloader applies.Wed, 19 Aug 2026 00:00:00 GMTDecodo Web ScrapingLesson L09https://www.superbash.ai/lessons/decodo/l10-scale-sync-async-batch/https://www.superbash.ai/lessons/decodo/l10-scale-sync-async-batch/Keep experiments in MCP, use real-time API calls for fast jobs, and move longer or repeated work to asynchronous tasks, batches, and reviewed callbacks.Wed, 19 Aug 2026 00:00:00 GMTDecodo Web ScrapingLesson L10https://www.superbash.ai/lessons/decodo/l11-cost-quality-and-safe-operations/https://www.superbash.ai/lessons/decodo/l11-cost-quality-and-safe-operations/Finish the course with request budgets, acceptance checks, failure handling, monitoring, and a boundary for public or authorized data.Wed, 19 Aug 2026 00:00:00 GMTDecodo Web ScrapingLesson L11https://www.superbash.ai/lessons/decodo/l12-n8n-langchain-docs-mcp/https://www.superbash.ai/lessons/decodo/l12-n8n-langchain-docs-mcp/Choose a no-code workflow, a TypeScript agent tool, or the separate no-auth documentation MCP server without confusing them with the scraping MCP server.Wed, 19 Aug 2026 00:00:00 GMTDecodo Web ScrapingLesson L12https://www.superbash.ai/articles/crypto-rally-treasury-clarity-eth-17/https://www.superbash.ai/articles/crypto-rally-treasury-clarity-eth-17/BTC tagged $70k and ETH jumped ~17% after Treasury buybacks, a short squeeze, and Trump’s Clarity Act push. Here’s the stack — and how rare that ETH move is.Wed, 19 Aug 2026 00:00:00 GMTArticlesindustryhttps://www.superbash.ai/lessons/ai-projects/l07-herdr-multi-agent-orchestration/https://www.superbash.ai/lessons/ai-projects/l07-herdr-multi-agent-orchestration/Install Herdr, keep coding agents in persistent terminals, and coordinate isolated workers from one orchestrator without confusing status with proof.Mon, 17 Aug 2026 00:00:00 GMTCase studiesLesson L07https://www.superbash.ai/lessons/ai-projects/l08-gas-town-isolated-agent-workspaces/https://www.superbash.ai/lessons/ai-projects/l08-gas-town-isolated-agent-workspaces/Run several coding agents without putting them in the same checkout: track work, create separate Git worktrees, monitor progress, and recover safely.Mon, 17 Aug 2026 00:00:00 GMTCase studiesLesson L08https://www.superbash.ai/lessons/ai-projects/l09-warp-multi-agent-cli/https://www.superbash.ai/lessons/ai-projects/l09-warp-multi-agent-cli/Turn Warp into a clear operator cockpit for parallel CLI agents using vertical tabs, Git worktrees, repeatable Tab Configs, notifications, and a final verification pass.Mon, 17 Aug 2026 00:00:00 GMTCase studiesLesson L09https://www.superbash.ai/lessons/ai-projects/l12-deepseek-harness-first-coding-agent/https://www.superbash.ai/lessons/ai-projects/l12-deepseek-harness-first-coding-agent/Install DeepSeek Harness, connect a model, choose a workspace, run one controlled coding task, and verify every change before exploring its plugin system.Mon, 17 Aug 2026 00:00:00 GMTCase studiesLesson L12https://www.superbash.ai/lessons/grok-bot/l02-pricing-availability-and-setup/https://www.superbash.ai/lessons/grok-bot/l02-pricing-availability-and-setup/Check whether your plan includes Grok Bot, install the right desktop app, sign in, and reach your first safe task.Wed, 12 Aug 2026 00:00:00 GMTGrok BotLesson L02https://www.superbash.ai/lessons/grok-bot/l03-create-your-first-agent/https://www.superbash.ai/lessons/grok-bot/l03-create-your-first-agent/Create one focused Bot, give it a useful job and approval boundary, then test and improve its work.Wed, 12 Aug 2026 00:00:00 GMTGrok BotLesson L03https://www.superbash.ai/lessons/grok-bot/l04-brain-dump-and-reverse-prompt/https://www.superbash.ai/lessons/grok-bot/l04-brain-dump-and-reverse-prompt/Give a Bot useful context, ask it what to delegate, and turn its suggestions into a safe first automation backlog.Wed, 12 Aug 2026 00:00:00 GMTGrok BotLesson L04https://www.superbash.ai/lessons/grok-bot/l05-cloud-computer/https://www.superbash.ai/lessons/grok-bot/l05-cloud-computer/Watch, take over, and safely manage the one persistent cloud computer shared by all Bots on your account.Wed, 12 Aug 2026 00:00:00 GMTGrok BotLesson L05https://www.superbash.ai/lessons/grok-bot/l06-teach-a-task-reusable-skills/https://www.superbash.ai/lessons/grok-bot/l06-teach-a-task-reusable-skills/Show one Bot a browser workflow, turn the demonstration into a reusable skill, and test it before you put it on a schedule.Wed, 12 Aug 2026 00:00:00 GMTGrok BotLesson L06https://www.superbash.ai/lessons/grok-bot/l07-designing-an-agent-team/https://www.superbash.ai/lessons/grok-bot/l07-designing-an-agent-team/Give each Bot a clear job, add specialists only when the handoff is stable, and keep one human approval boundary across the team.Wed, 12 Aug 2026 00:00:00 GMTGrok BotLesson L07https://www.superbash.ai/lessons/grok-bot/l08-agent-to-agent-communication/https://www.superbash.ai/lessons/grok-bot/l08-agent-to-agent-communication/Use direct handoffs and group chats so Bots can share context without making you copy notes between every stage.Wed, 12 Aug 2026 00:00:00 GMTGrok BotLesson L08https://www.superbash.ai/lessons/grok-bot/l09-plugins-and-integrations/https://www.superbash.ai/lessons/grok-bot/l09-plugins-and-integrations/Add one connector through Grok Bot's Plugins settings, grant the minimum access, and prove the connection with a read-only task.Wed, 12 Aug 2026 00:00:00 GMTGrok BotLesson L09https://www.superbash.ai/lessons/grok-bot/l10-routines-scheduled-work/https://www.superbash.ai/lessons/grok-bot/l10-routines-scheduled-work/Turn one proven skill into a routine, run a real test, inspect its history, and keep risky actions behind approval.Wed, 12 Aug 2026 00:00:00 GMTGrok BotLesson L10https://www.superbash.ai/lessons/grok-bot/l11-mobile-guide/https://www.superbash.ai/lessons/grok-bot/l11-mobile-guide/Use Grok Bot on iPhone to start work, review results, handle approvals, and take over the shared cloud computer safely.Wed, 12 Aug 2026 00:00:00 GMTGrok BotLesson L11https://www.superbash.ai/lessons/hermes/l11-oh-my-hermes-setup-and-workflows/https://www.superbash.ai/lessons/hermes/l11-oh-my-hermes-setup-and-workflows/Add Oh My Hermes to an existing Hermes Agent setup, verify the local integration, run a first evidence-aware workflow, and recover cleanly.Wed, 12 Aug 2026 00:00:00 GMTHermes AgentLesson L11https://www.superbash.ai/lessons/grok-bot/l12-security-privacy-account-safety/https://www.superbash.ai/lessons/grok-bot/l12-security-privacy-account-safety/Protect logins, files, and connected accounts by treating Grok Bot's shared cloud computer as one security zone.Wed, 12 Aug 2026 00:00:00 GMTGrok BotLesson L12https://www.superbash.ai/lessons/grok-bot/l13-content-production-system/https://www.superbash.ai/lessons/grok-bot/l13-content-production-system/Build a source-linked workflow that turns one approved video into a researched article draft without automating away editorial review.Wed, 12 Aug 2026 00:00:00 GMTGrok BotLesson L13https://www.superbash.ai/articles/claude-invisible-text-watermark/https://www.superbash.ai/articles/claude-invisible-text-watermark/Anthropic plans to watermark text from future Claude models. Detection estimates Claude involvement, not authorship or misconduct.Tue, 11 Aug 2026 00:00:00 GMTArticlesindustryhttps://www.superbash.ai/articles/meta-muse-glimmer-30b-open-weights/https://www.superbash.ai/articles/meta-muse-glimmer-30b-open-weights/Meta's Muse Glimmer is a 30B Apache 2.0 agent model distilled from Muse Spark 1.2, sized for one consumer GPU. US open weights are back.Tue, 11 Aug 2026 00:00:00 GMTArticlesreleasehttps://www.superbash.ai/articles/openai-gpt-5-6-cyber-daybreak-tiers/https://www.superbash.ai/articles/openai-gpt-5-6-cyber-daybreak-tiers/OpenAI expanded Daybreak into gated Blue and Red tiers with a new model, GPT-5.6-Cyber. Frontier cyber capability is now a licensed product.Tue, 11 Aug 2026 00:00:00 GMTArticlesreleasehttps://www.superbash.ai/lessons/ai-projects/l04-niche-directory-sites/https://www.superbash.ai/lessons/ai-projects/l04-niche-directory-sites/Validate a niche directory with five useful records, real user decisions, and buyer interviews before scaling SEO, data, or monetization.Mon, 10 Aug 2026 00:00:00 GMTCase studiesLesson L04https://www.superbash.ai/lessons/ai-projects/l05-the-online-business-stack/https://www.superbash.ai/lessons/ai-projects/l05-the-online-business-stack/Find one painful customer problem and deliver the offer manually. Add a landing page, payments, email, analytics, and automation as the work repeats.Mon, 10 Aug 2026 00:00:00 GMTCase studiesLesson L05https://www.superbash.ai/lessons/ai-projects/l10-claude-code-dynamic-workflows/https://www.superbash.ai/lessons/ai-projects/l10-claude-code-dynamic-workflows/Turn a large Claude Code job into independent workers, a deliberate merge, and a separate verification pass without creating an expensive agent swarm.Mon, 10 Aug 2026 00:00:00 GMTCase studiesLesson L10https://www.superbash.ai/lessons/ai-projects/l11-cloudflare-pages-static-site-migration/https://www.superbash.ai/lessons/ai-projects/l11-cloudflare-pages-static-site-migration/Move a static production site through a preview deployment, canonical-domain cutover, redirect audit, cache check, and rollback-safe verification.Mon, 10 Aug 2026 00:00:00 GMTCase studiesLesson L11https://www.superbash.ai/lessons/hermes/l02-install-and-first-run/https://www.superbash.ai/lessons/hermes/l02-install-and-first-run/Install Hermes Agent on macOS, Linux, WSL2, Windows, or a VPS, connect one model provider, and verify it with `hermes doctor`.Thu, 06 Aug 2026 00:00:00 GMTHermes AgentLesson L02https://www.superbash.ai/articles/dogdoghk-ai-loops-case-study/https://www.superbash.ai/articles/dogdoghk-ai-loops-case-study/Dog owners needed a better way to find places to eat and go together. This is how AI helped us turn that narrow problem into a useful Hong Kong app.Thu, 06 Aug 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/lessons/hermes/l10-hostinger-hermes-agent-vps-guide/https://www.superbash.ai/lessons/hermes/l10-hostinger-hermes-agent-vps-guide/Choose between Hostinger's self-hosted Hermes VPS and Managed Hermes, compare plans, deploy safely, and budget beyond the server price.Wed, 05 Aug 2026 00:00:00 GMTHermes AgentLesson L10https://www.superbash.ai/articles/hermes-agent-v0-20-herald-release/https://www.superbash.ai/articles/hermes-agent-v0-20-herald-release/A direct guide to Hermes v0.20.0 voice, grounded citations, desktop artifacts, signed webhooks, A2A, and safe upgrade checks.Tue, 04 Aug 2026 00:00:00 GMTArticlesreleasehttps://www.superbash.ai/articles/claude-opus-5-thursday-rumor/https://www.superbash.ai/articles/claude-opus-5-thursday-rumor/Opus 5 pairs a 1M context window with effort controls, long-running work, and Opus 4.8 pricing. Use this guide to test whether it improves your actual job.Fri, 24 Jul 2026 00:00:00 GMTArticlesreleasehttps://www.superbash.ai/articles/openai-codex-pro-usage-cut/https://www.superbash.ai/articles/openai-codex-pro-usage-cut/A user's measurements suggest the $100 Codex plan fell from $675 to $600 in weekly API-equivalent usage. The evidence is credible, but not yet universal.Fri, 24 Jul 2026 00:00:00 GMTArticlesindustryhttps://www.superbash.ai/articles/i-built-descript-in-three-hours/https://www.superbash.ai/articles/i-built-descript-in-three-hours/A narrow timeline for overlays and title cards replaced the expensive part of my editing loop. Here is how to find and build your own focused tool.Thu, 23 Jul 2026 00:00:00 GMTArticlesproducthttps://www.superbash.ai/articles/white-house-kimi-k3-distillation-accusation/https://www.superbash.ai/articles/white-house-kimi-k3-distillation-accusation/Washington says Moonshot distilled Fable 5 into Kimi K3. The backlash asks why learning from a model is theft when AI learns from everyone.Thu, 23 Jul 2026 00:00:00 GMTArticlesindustryhttps://www.superbash.ai/articles/gemini-3-6-flash-community-reaction/https://www.superbash.ai/articles/gemini-3-6-flash-community-reaction/Gemini 3.6 Flash is twice as fast as 3.5, but no smarter. With GPT-5.6 Luna scoring higher for less money, the community reaction turned hostile.Wed, 22 Jul 2026 00:00:00 GMTArticlesindustryhttps://www.superbash.ai/articles/openai-models-hacked-hugging-face-benchmark/https://www.superbash.ai/articles/openai-models-hacked-hugging-face-benchmark/An OpenAI evaluation agent left its intended environment, found zero-days, and attacked Hugging Face. The lesson is containment, not AI consciousness.Wed, 22 Jul 2026 00:00:00 GMTArticlesindustryhttps://www.superbash.ai/lessons/ai-projects/l06-migrate-wordpress-to-astro-static-site/https://www.superbash.ai/lessons/ai-projects/l06-migrate-wordpress-to-astro-static-site/Boxmining moved 544 posts from WordPress to Astro 7 and Vercel after plugin bloat, slow pages, and four-figure hosting bills.Tue, 21 Jul 2026 00:00:00 GMTCase studiesLesson L06https://www.superbash.ai/articles/hermes-agent-v0-19-quicksilver-release/https://www.superbash.ai/articles/hermes-agent-v0-19-quicksilver-release/What changed in Hermes Agent v0.19.0 Quicksilver: faster startup, smart approvals, vault secrets, durable delivery, profile routing, and safe updating.Mon, 20 Jul 2026 00:00:00 GMTArticlesreleasehttps://www.superbash.ai/lessons/ai-models/l01-what-is-an-ai-model-tier-list/https://www.superbash.ai/lessons/ai-models/l01-what-is-an-ai-model-tier-list/Choose an AI model by workload, not leaderboard rank. This four-tier framework helps you find the lowest-cost model that can do the job.Tue, 30 Jun 2026 00:00:00 GMTAI ModelsLesson L01https://www.superbash.ai/lessons/ai-models/l02-the-anthropic-family/https://www.superbash.ai/lessons/ai-models/l02-the-anthropic-family/Compare Claude Haiku, Sonnet, and Opus in 2026, then match each tier to the work instead of wasting hundreds of dollars a month.Tue, 30 Jun 2026 00:00:00 GMTAI ModelsLesson L02https://www.superbash.ai/lessons/ai-projects/l02-vibe-coding-vs-real-coding/https://www.superbash.ai/lessons/ai-projects/l02-vibe-coding-vs-real-coding/Use vibe coding for disposable prototypes and real coding for work that must last. A 2x2 framework shows when to switch.Tue, 30 Jun 2026 00:00:00 GMTCase studiesLesson L02https://www.superbash.ai/lessons/ai-projects/l03-building-with-hermes/https://www.superbash.ai/lessons/ai-projects/l03-building-with-hermes/See what one person can ship in a weekend when Hermes handles research and the specification, then Claude Code builds and iterates.Tue, 30 Jun 2026 00:00:00 GMTCase studiesLesson L03https://www.superbash.ai/lessons/ai-models/l03-chinese-open-weight/https://www.superbash.ai/lessons/ai-models/l03-chinese-open-weight/Compare six Chinese AI labs by workload, and learn how open-weight models differ from open-source software and free API access.Tue, 30 Jun 2026 00:00:00 GMTAI ModelsLesson L03https://www.superbash.ai/lessons/hermes/l03-daily-driver-tui-vs-desktop/https://www.superbash.ai/lessons/hermes/l03-daily-driver-tui-vs-desktop/Choose between the Hermes TUI and Desktop App for each task. They run the same agent and share state, so you can also use both.Tue, 30 Jun 2026 00:00:00 GMTHermes AgentLesson L03https://www.superbash.ai/lessons/ai-models/l04-cost-efficient-tier/https://www.superbash.ai/lessons/ai-models/l04-cost-efficient-tier/Qwen, MiniMax, and GLM handle 80% of daily AI work at 5 to 20 times lower cost than Claude Opus 4.8. Choose by workload.Tue, 30 Jun 2026 00:00:00 GMTAI ModelsLesson L04https://www.superbash.ai/lessons/hermes/l04-skills-and-skill-bundles/https://www.superbash.ai/lessons/hermes/l04-skills-and-skill-bundles/Turn five repeated prompts into reusable Hermes Skills, then group them into a Bundle that runs from one slash command.Tue, 30 Jun 2026 00:00:00 GMTHermes AgentLesson L04https://www.superbash.ai/lessons/ai-models/l05-frontier-vs-open-weight-decisions/https://www.superbash.ai/lessons/ai-models/l05-frontier-vs-open-weight-decisions/Combine L01 through L04 into five questions that choose an AI model for a task and show when to switch tiers mid-project.Tue, 30 Jun 2026 00:00:00 GMTAI ModelsLesson L05https://www.superbash.ai/lessons/hermes/l05-mcp-catalog-and-integrations/https://www.superbash.ai/lessons/hermes/l05-mcp-catalog-and-integrations/Connect Hermes to outside apps through MCP, decide between catalog and custom servers, and install Linear without breaking your setup.Tue, 30 Jun 2026 00:00:00 GMTHermes AgentLesson L05https://www.superbash.ai/lessons/hermes/l06-performance-model-routing-cost/https://www.superbash.ai/lessons/hermes/l06-performance-model-routing-cost/Read AI model pricing, route routine tasks to lower-cost models, and set a $20 Hermes budget cap on day one.Tue, 30 Jun 2026 00:00:00 GMTHermes AgentLesson L06https://www.superbash.ai/lessons/hermes/l08-automation-cron-kanban-sub-agents/https://www.superbash.ai/lessons/hermes/l08-automation-cron-kanban-sub-agents/Automate Hermes with daily cron jobs, multi-agent Kanban boards, and sub-agents, then troubleshoot the failures that derail each pattern.Tue, 30 Jun 2026 00:00:00 GMTHermes AgentLesson L08https://www.superbash.ai/lessons/hermes/l09-hermes-vs-alternatives/https://www.superbash.ai/lessons/hermes/l09-hermes-vs-alternatives/Compare four AI agent harnesses shipping in 2026 by workload, cost, setup, coding, and long-running automation.Tue, 30 Jun 2026 00:00:00 GMTHermes AgentLesson L09https://www.superbash.ai/lessons/hermes/l07-security-essentials/https://www.superbash.ai/lessons/hermes/l07-security-essentials/Secure a Hermes VPS before connecting a paid model account with Tailscale, scoped keys, and a 20-minute setup checklist.Mon, 29 Jun 2026 00:00:00 GMTHermes AgentLesson L07