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Why an AI agent must not act when you only ask a question
AkiDevRule 3.8.0 makes agents act only on an order, codes open items Q/T/N and requires whole-file rule reads. Each change comes with evidence from the CHANGELOG.
Kinh Dịch AkiNet 2.21: invite friends, bonus Stars, 50% commission
Kinh Dịch AkiNet 2.21.0 adds invites: the friend gets 30% extra Stars on a first top-up, the inviter gets 30% extra Stars and a 50% VND commission.
AkiDevRule 3.x: install with npx, hooks that block skipped steps
AkiDevRule 3.0 to 3.7 moves install to npx and adds a hook that blocks edits before rules are read, compaction awareness, RULE-test and a Codex rule block.
TachNhac.com invites: 6-character code, bonus Energy, 50% commission
TachNhac.com 0.40 adds invites: the friend gets 30% extra Energy on a first top-up, the inviter gets 30% extra Energy and a 50% VND commission.
AkiMCP 3.0: drive AIObox, mandatory receipt, stdio mode
AkiMCP 3.0.0 is a major release: tools that drive AIObox, a mandatory receipt for tools that act, a tool-call log without arguments and akimcp --stdio.
Kinh Dịch AkiNet 2.20: record real-coin casts, Star refund
Kinh Dịch AkiNet 2.20.0 lets you record a cast made with 3 real coins, fixes changed-hexagram six-kin roles and refunds 2,608★ to 52 affected users.
RegMail.me: mailboxes you can now buy, gift and transfer
RegMail.me priced a paid Energy wallet: extra mailboxes, owner lookup, mailbox transfer and Energy gifting, alongside the existing free tier.
What Is Local-First MCP, and When Do You Need Ingress?
Local-first MCP prefers same-machine loopback and enables ingress only when a web client needs remote access. When to pick Local or Web, less exposure.
MCP Errors 401 and 503: Token or Ingress?
MCP 401 means the token is invalid; 503 means ingress is unavailable for a Web connection. Test Local first, then Web, to find the failing layer.
AkiMCP 2.1: local-first, Codex, and optional ingress
AkiMCP 2.1 goes local-first: Gatekeeper binds 127.0.0.1, ingress is optional, and the panel adds a Codex connector, Local/Web groups, clear 401/503 errors.
A receiving inbox for OTP and verification testing
A receive-only inbox helps catch OTPs and test emails without touching your main address.
Automating repetitive tasks in internal operations
Internal automation pays off on repetitive tasks, and the public page can say so without exposing how it works.
Why an internal bot needs a clear public boundary
A high-level purpose description explains an internal bot’s role without disclosing operating details.
Free quota and Energy on TachNhac.com
Each TachNhac.com tool has a free quota over a rolling 7-day window; beyond it you pay in Energy, 1E = 1,000 VND, priced before the run.
Pick an AI audio tool by what you actually need
Separating stems, trimming audio, changing key, or changing speed should start from a specific output goal.
What receive-only means, and why it fits an OTP inbox
A receive-only model drops the SMTP send path, keeping the inbox focused on OTP, verification, and testing.
What Is an MCP Server? Model Context Protocol Explained
An MCP server lets AI like Claude and ChatGPT read files and run tools on your machine. The Model Context Protocol, remote MCP, OAuth 2.1 and a safe start.
Rules for AI Coding Agents: CLAUDE.md, AGENTS.md, and Agent Skills
Rules for AI coding agents are files like CLAUDE.md, AGENTS.md and Agent Skills that keep an agent on your architecture. Why too many rules backfire.
aki-mcp-sv 1.15: drive Postman automatically from the panel
aki-mcp-sv 1.12 to 1.15 adds a CDP Postman controller: auto-clicks Approve/Run, toggles Thinking and Auto-run, tracks weekly AI credits, hands off chats.
AIObox Desktop 0.2: multiple Claude accounts and custom providers
AIObox Desktop 0.2.0 and 0.2.1 run multiple Chrome profiles in parallel, widen the Claude chat column, add custom AI providers, a NewTab and in-app AkiMCP.
tuvi.akivn.net now redirects 301 to tuvi.akinet.me
tuvi.akivn.net switched from a static moved notice to a real 301 redirect for all traffic, with a self-unregistering service worker clearing old caches.
aki-mcp-sv 1.11: down to one process, AI self-reads onboarding
aki-mcp-sv 1.10 merges 4 Node processes into 1, rewrites the filesystem tool natively, cuts RAM to ~72.6MB; 1.11 lets AI read onboarding docs first.
AkiDevRule 2.6.0: A Near-Miss GitHub Push and a New Automation Rule
One harmless question made /akiship push straight to main. AkiDevRule 2.6.0 fixes activation and adds coding.B5, a ladder AI must climb before hand-off.
TachNhac.com: 8 AI Audio Tools Live, 5 Coming Soon
TachNhac.com now ships 8 live AI audio tools: music separation, cutting, key and speed changes, and more, with 5 more tools rolling out.
Aki Dev Sync: macOS app for local-remote code sync
Two-way code sync over rsync/ssh between local and remote machines, real Claude Code and Antigravity quota in the app, no junk commits just to move files.
aki-mcp-sv 1.9: standalone launcher, no Node install
aki-mcp-sv 1.9 ships a standalone launcher: download and run, no Node install, pick one of three public edges, plus a new filter/sort panel.
KinhDich.AkiNet.me: Gift Stars Peer-to-Peer
Gift Stars to a friend on KinhDich.AkiNet.me with one link: Stars are escrowed when the link is made, only the link holder can claim them, no daily limit.
aki-mcp-sv 1.7.0: three ingress modes, add Cloudflare tunnel
aki-mcp-sv 1.7.0 adds two public edges beside Tailscale Funnel: a Cloudflare tunnel (--tunnel) and self-run PUBLIC_ORIGIN, for regions where Funnel drops.
Gemini 3.7 Flash: coding and agent workhorse, intro price cut in half
Gemini 3.7 Flash (13 Aug 2026): clear coding and agent gains (FrontierCode 43.6%, DeepSWE 65.3%), intro price $0.75/$3.75 per 1M tokens through 2026.
Tử Vi AkiNet adds Star, Cung lookup and a sharing privacy mode
Tử Vi AkiNet 1.5.0 adds a 97-star, 12-palace reference, a toggle hiding name and birth day and month when sharing, and guest-chart transfer on login.
Grok Automations: AI runs and connects your apps once you leave
Grok Automations (xAI, 16 Jul 2026) run on a schedule or email trigger. Scheduled runs are free for every account; results go to run history, email or app.
MCP shell whitelist vs. blocklist: aki-mcp-sv's security architecture
An MCP server exposing a shell must pick whitelist or blocklist. aki-mcp-sv vs Desktop Commander, mcp-remote and server-filesystem, plus OAuth 2.1.
aki-mcp-sv: filesystem and shell MCP server for Claude, ChatGPT, Grok
A self-hosted MCP server exposing a personal machine's filesystem and shell to web-based AI over Tailscale Funnel and OAuth 2.1, with a shell whitelist.
Role Collapse and Self-Approval: Why One AI Agent Praises Its Own Code
Why an AI agent playing every role praises its own code, and how an agent council separates roles and isolates context to end the conflict of interest.
The akiflow Activation Gate: When to Open an AI Agent Council
akiflow's three-condition activation gate decides whether a task deserves an agent council, plus three modes (discuss, audit, execute) and two shapes.
Fighting Sycophancy and Role Collapse: akiflow's Un-forked Reviewer
Sycophancy and role collapse make an agent praise its own code. akiflow counters with a fresh-context reviewer that sees only the diff and exit criteria.
Micro-Council: A Small AI Council That Picks Mechanisms by Shortfall
akiflow convenes only the seats a request needs and picks a mechanism (cheap subagent, strong subagent, debating council) by what is missing.
Zero Token-Waste: akiflow Keeps Token Cost Low Without RAG or Daemons
akiflow runs its agent council on direct file reads and grep log slicing: no vector DB, no daemon. Why each read into context is billed every later turn.
Meet AkiDevRule and akiflow: A Rule Set and Agent Council for AI Coding
AkiDevRule is an open-source rule set for AI coding agents with the akiflow skill: an agent council split by role against context flood and self-approval.
Claude Fable 5 moves to usage credits: Pro now pays per token
As of 19 July 2026, Fable 5 is no longer included in Pro and Team standard plans. A close read: how credits work, the $100 terms and the expiry dates.
SEO vs AI Optimization: What's Different?
SEO helps pages rank; AI Optimization helps AI understand and mention the brand correctly. What differs, what is shared and why you need both.
AkiTao
Platform that systemizes digital brands: build one single source of truth, then propagate it consistently so both humans and AI find, understand, and trust the brand.
Build Brand Core Before Running Ads
Running ads without a Brand Core amplifies an inconsistent message. Here is the sequence for building the brand before opening a marketing budget.
What is AI Branding?
AI Branding makes a brand understood and mentioned correctly by AI systems: the foundations, the limits and where to start.
What is a Brand Entity? Why Google Needs to Understand Your Brand
A Brand Entity is the brand as search engines and AI identify it, kept distinct from similar names, and how to build consistent signals for it.
What is LLM Visibility? How to Measure Brand Presence in AI
LLM Visibility is how often AI assistants mention a brand and describe it correctly: where AI gets its information, how to measure and improve it.
Check if AI Understands Your Brand: Prompt Set for ChatGPT and Gemini
Two prompt sets to check what AI says about your brand, how to read the results and the limits of a manual check.
Schema for Brand SEO/AIO: Talking Directly to the Bots
Use structured data (Schema.org, JSON-LD) to declare your brand entity clearly to Google and other systems, with the limits worth knowing.
Building Content Clusters: How to Own a Knowledge Domain for AI
A Topic Cluster is a way to organize posts around one subject: structure, an example and the limits.
What is a favicon and why does it matter for digital branding?
The .ico format's history, how browsers find favicons, the iOS Safari black-corner bug, the Android safe-zone trap and AkiTao's minimal 5-file set.
What is a PWA and standard Progressive Web App configuration guide
The Service Worker lifecycle, four caching strategies, manifest setup with Share Target and File Handlers, and the limits of PWAs on iOS Safari.
Introducing AkiTao Tools and Favicon Generator
AkiTao Tools is AkiTao's first tool branch. Favicon Generator turns one logo into a 7-file set (5 core, 2 for SEO) plus HTML snippet, all in the browser.
AkiTao and the ambition to systemize the digital brand
Why AkiTao is not only AI Branding, SEO or software, but the place that builds one single source of truth for a brand and propagates it consistently.
What is AI Branding and AI visibility?
AI visibility is whether AI mentions your brand correctly, with cited sources: the four components and the limits of AI Branding.
AkiWorkflow: A Complete Music-Production Mac Setup
An all-in-one solution for music production on macOS: Logic Pro, a 2TB+ resource library, AkiCloud storage and 1-on-1 support in one package.
VSTShop: VST Plugin Marketplace and Digital Music Assets
A marketplace and community for music producers: VST plugins, samples, presets, projects and a free bilingual knowledge base. Creators keep 90% per sale.
LamNhac.net: A Digital Music Ecosystem for Vietnamese Producers
LamNhac.net splits music-making into four paths: Learn, Install, Work, Search. The project is being rebuilt on Nuxt 4 and Cloudflare.