LLM Mart Basic

Extend WooCommerce core Order Fulfillments with a custom tracking provider. Covers the `fulfillments` feature gate, `AbstractShippingProvider`, provider registration and collision rules, tracking URL construction, country support, tracking-number parsing and ambiguity scores, RES

Build or audit WooCommerce Stripe Gateway My Account saved-payment-method flows. Covers the canonical Woo form contract, Stripe UPE SetupIntents, exact selectors and POST fields, billing details, polymorphic Woo tokens including native Link, remote reconciliation/detach/default s

Design or audit WooCommerce Stripe payment flows that save a reusable method and charge it later. Covers SetupIntent versus PaymentIntent, charge-now-and-save, deposits and installment series, `setup_future_usage=off_session`, Stripe Customer ownership, explicit consent/mandates,

Implement or audit Stripe Link behavior in the WooCommerce Stripe Gateway, especially code that assumes every `pm_...` or `stripe` token is a card. Distinguishes native Stripe PaymentMethod `type=link` and `WC_Payment_Token_Link` from `type=card` with `card.wallet.type=link`, and

Integrate WooCommerce Stripe Gateway 10.8+ with WooCommerce Subscriptions 9.1+. Covers gateway feature support, automatic renewals, Stripe metadata, failed-renewal recovery and Radar-block observers, SCA, change-payment SetupIntents, update-all behavior, Express Checkout, native

Build or audit integrations around WooCommerce Stripe Gateway webhooks and asynchronous payment settlement. Covers the canonical wc-api endpoint, Stripe-Signature and connected-account checks, trusted webhook health state, order resolution, PaymentIntent and Checkout Session defe

Build or audit WooCommerce 11.0+ native variation gallery integrations. Covers the experimental `variation_gallery` feature flag and 5% canary rollout, variation `image` vs `gallery_image_ids`, `_product_image_gallery` storage, REST v3 variation payloads, classic product gallery

Read, query, and write WooCommerce product variations through `WC_Product_Variation` and `WC_Product_Variable`. Covers parent/child storage, cached variation prices, deferred parent synchronization, WooCommerce 11.0 product instance caching, stock inheritance, frontend variation

Customize WooCommerce variation prices without stale or cross-user parent price caches. Covers direct variation getter filters, parent aggregation filters, `woocommerce_get_variation_prices_hash`, WooCommerce 11.0 tax-influence cache partitioning, bounded pricing contexts, role c

WooCommerce Memberships 1.29+ WordPress Abilities API

WooCommerce Memberships access, restriction, drip-content,

WooCommerce Memberships storage and relationship map for

Curated WooCommerce Memberships hook and extension-point map

Register WordPress Abilities: machine-readable plugin operations with JSON Schema contracts, required permission callbacks, optional REST exposure, client-side abilities, and AI/MCP-friendly discovery. Covers categories, wp_register_ability, WP_Ability::execute, REST run endpoint

Embed WordPress's bundled CodeMirror editor in admin pages via

Build WordPress admin drag-and-drop UI with core's bundled

Use WordPress admin form-control widgets that ship in core,

Build WordPress admin tables by extending `WP_List_Table`.

Open the standard WordPress Media Library picker from plugin

Render WordPress admin notices via the four core hooks

Fourteen posts of being wrong in production, compressed to checkboxes

Healthy nodes, a quiet network, 300 restarts in three days, and a latency budget measured in milliseconds

Discovery worked. Ping worked. Every TCP connection timed out, and later the tunnel only worked when someone had a terminal open.

Every VM came back. The cluster did not. Declarative systems converge on config, and the datapath isn't config.

A surprising share of AI-in-the-terminal failures aren't the AI. They're zsh, and a version of bash from 2006.

A Claude Code plugin turns standalone project configuration into a namespaced, installable extension that teams and communities can update as one unit.

None of the safety came from the model. It came from six boring habits.

Skills package instructions and references. Subagents run work in a separate context and return results. They solve different problems and can be composed deliberately.

Six hours in, one step left, everything green, and the incident that didn't happen

CLAUDE.md carries persistent project context. Skills load reusable procedures when relevant. Separating stable facts from task-specific workflows keeps both easier to maintain.

Twenty minutes recovering secrets that never existed, and the one sentence from a human that ended it

An API request routing a model's tool call through an approval gate to a remote MCP server

31 config keys, two audits, and why the first one was wrong in both directions

The official MCP Registry stores standardized server metadata rather than package code. Publishers verify a namespace, describe installation or remote access, and submit immutable versions.

Everyone looks at the Dockerfile. The file that actually leaked the key was the project file.

Remote MCP authorization uses established OAuth standards, but secure integration still requires issuer validation, least-privilege scopes, protected token handling, and server-side enforcement.

"Copy it over and switch the reference" is two steps, and the outage lives in the one nobody checks

stdio fits local processes and prototypes. Streamable HTTP fits hosted services and shared integrations. The right choice follows where the capability runs and who must reach it.

The most important rule wasn't about what I could change. It was about what I was allowed to display.

Tools perform operations, resources expose readable context, and prompts provide reusable templates. Choosing the correct primitive makes an MCP server easier to understand and govern.

Validate application configuration with schemas, per-environment rules, runtime checks, and secure handling of sensitive values

Preflight a DGX Spark system for an ML training or inference workload and emit env-report.json

Set up debugging and tracing with remote debugging, distributed tracing, debug logging, profiling, and production diagnostics

Generate API, architecture, code, and user documentation from a codebase and automate keeping it current

Analyze and resolve errors across the full application lifecycle — from stack traces to distributed tracing — using systematic root-cause analysis and observability tools.

Set up error tracking and monitoring — implement structured logging, configure alerts, and integrate with error tracking services for real-time error detection.

Coordinate specialized review agents in parallel or in sequence and synthesize their findings into one code review

Analyze and resolve errors across the full application lifecycle — from stack traces to distributed tracing — using systematic root-cause analysis and observability tools.

Set up error tracking and monitoring — implement structured logging, configure alerts, and integrate with error tracking services for real-time error detection.

AI-assisted smart debugging — parse error messages, stack traces, and failure patterns to identify root causes and produce a fix with automated observability steps.

Generate comprehensive migration plans and scripts for transitioning codebases between frameworks, languages, versions, or platforms with minimal disruption.

Plan and execute safe, incremental dependency upgrades with minimal risk — including breaking-change migration paths and proper test verification.

Orchestrate legacy system modernization using the strangler fig pattern with gradual component replacement

Scaffold React and React Native components with TypeScript, tests, styles, and Storybook stories

Scan React, Vue, Angular, and vanilla JavaScript code for XSS vulnerabilities and report fixes with secure coding examples

Orchestrate end-to-end full-stack feature development across backend, frontend, database, and infrastructure layers

Orchestrate git workflow from code review through PR creation with quality gates

Create a role-specific onboarding plan for a new team member, from pre-arrival setup through the first 90 days

Enhance a pull request with a generated description, review checklist, risk assessment, and test coverage report

Orchestrate multi-agent incident response with modern SRE practices for rapid resolution and learning

Atom Agent, Open-Source Governed AI Agent Platform for Self-Hosted Automation

The agent engineering intelligence harness, optimized tools, memory system, subagents and mixture of models packages ⚚

Sesori iOS/Android app and the Sesori Bridge CLI — drive Claude, Codex, OpenCode, Cursor, Pi, OMP, Hermes coding sessions from your phone

🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

Use ChatGPT (Codex), Claude, and Grok (X Premium) subscriptions as DeepSeek Harness LLM providers — OAuth login in the web UI, no API keys

Latitude is the open-source AI monitoring platform.

Open-source AI browser agent for Chrome and Firefox (monorepo) 🧠

Official Model Studio CLI（阿里云百炼 CLI）built for AI Agent frameworks, exposing models, search, multimodal, and workflow capabilities as structured tool calls.

Curated DeepSeek Harness (DSH) plugins, extensions, tools, skills, clients, runtimes, integrations, and verified references — English and Chinese.

Turn papers, code, and docs into presentation-ready, natively editable PPTX in Codex / Claude Code. Native charts and equations, speaker notes, click-build anim…

Grix : Work with agents like talking to people.

Local First Ai Agent. Optimized for Local Ai models. Long context window. Proper tools callings. Runs privately on your device.

Model Context Protocol server that integrates AgentQL's data extraction capabilities.

AI that ships your tickets.

Metadata-driven CLI for AI Agent Bots — 48 operations across 7 domains, structured JSON envelope I/O, zero interactive prompts.

An open-source, extensible, self-hosted agent workspace with multi-runtime support for Codex, Claude Code, and more, plus reusable local apps for custom interfa…

Open-source Windows desktop client and GUI for DeepSeek Harness — zero-setup installer with Codex, plugins, skills, SSH, mobile remote access, and 11 skins.

The open-source AI workbench for scientific research

DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.

A Fully free agentic browser driver for AI , few tools, full control, real stealth, top-tier token efficiency.