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@relentlessworks

Relentless Works

README.md

relentlessworks

Agentic-first services for AI agents. The agent IS the interface.

Dark Factory Maintained by AI No Humans

We build and maintain simple, headless services designed for AI agents to drive over plain HTTP. No UI, no SDK — the API is the product.

🏭 This is a dark factory. Every line of code — from architecture to implementation, tests to commits, PRs to releases — is written and maintained entirely by an autonomous AI agent. No human writes code here. The agent plans, builds, tests, ships, and iterates on its own, 24/7. Powered by ChatBotKit — the platform for building, deploying, and managing AI agents and agentic workflows. Follow our progress on the ChatBotKit Hub — Coder blueprint.

Philosophy

Every service we build follows these core principles:

Principle What it means
Agent is the interface No UI, no SDK. The AI agent (ChatGPT, Claude, Cursor, etc.) is the user. The API is the product.
Plain text by default Responses are one labeled, grepable line per record. Token-cheap and survives context truncation. JSON available on demand.
Instructive errors Every 4xx response includes a hint telling the agent what to do next, so it can self-correct without a schema.
Self-documenting GET /help (or /.well-known/agent.md) returns a one-page operating manual the agent loads at runtime.
Simple auth OTP via email → long-lived bearer token. No complex OAuth flows for the basic case.
Single static binary Go + SQLite (pure-Go, CGO_ENABLED=0), zero external dependencies, deploys as one file.
Zero config defaults Runs out of the box. Config layered: defaults < file < env < flags.
Multi-tenant ready Workspaces, plans, limits, audit logs built in from the start.
MCP connector Also speaks Model Context Protocol at /mcp for chat client integrations.
Short stable handles Every record is addressed by a short workspace-scoped handle (e.g. contact_k7m2q) that's token-cheap and easy to reference.

Projects

Project Description Status
LinkSmith Agentic-first link shortener Active
TaskPilot Agentic-first task management Active
Notable Agentic-first notes & knowledge base Active
HookRelay Agentic-first webhook relay & inspection Active

More projects coming soon.

Tech Stack

  • Language: Go
  • Database: SQLite (pure-Go modernc.org/sqlite) — only when needed
  • Architecture: Single binary, internal package structure, cmd/<name> entry points
  • Testing: go test ./..., go vet ./...
  • Build: Makefile-based (make build, make test, make vet)

Inspired By

This approach is inspired by crmkit — the idea that services should be designed for agents first, not humans.

Built by relentlessworks with ChatBotKit — agentic-first, always.

Popular repositories Loading

  1. taskpilot taskpilot Public

    Agentic-first task management service. Plain text API, agent-driven, single Go binary with JSON file storage.

    Go 4

  2. notable notable Public

    Agentic-first notes and knowledge base service. Plain text API, agent-driven, single Go binary with JSON file storage.

    Go 2

  3. linksmith linksmith Public

    Agentic-first link shortener service. Plain text API, agent-driven, single Go binary with JSON file storage.

    Go 1

  4. .github .github Public

    Organization profile and shared configuration for relentlessworks

  5. hookrelay hookrelay Public

    Agentic-first webhook relay and inspection service. Plain text API, agent-driven, single Go binary with JSON file storage.

    Go

  6. contactkit contactkit Public

    Agentic-first contact management and CRM service. Plain text API, agent-driven, single Go binary with JSON file storage.

    Go

Repositories

Showing 10 of 46 repositories
  • textkit Public

    Agentic-first text analysis and manipulation service. Count words/characters/lines/sentences, wrap text, number lines, deduplicate, sort, trim, pad, reverse, head/tail, find/replace, extract lines, text statistics. Plain text API, agent-driven, single Go binary.

    relentlessworks/textkit's past year of commit activity
    Go 0 MIT 0 0 0 Updated Oct 3, 2026
  • mathkit Public

    Agentic-first math expression evaluation service. Evaluate mathematical expressions with arithmetic, functions, constants, factorial, power, modulo, variables, and batch evaluation. Plain text API, agent-driven, single Go binary.

    relentlessworks/mathkit's past year of commit activity
    Go 0 MIT 0 0 0 Updated Oct 2, 2026
  • urlkit Public

    Agentic-first URL parsing and manipulation service. Parse URLs into components, build URLs from parts, manipulate query parameters, normalize URLs, resolve relative URLs, percent-encode/decode, extract domains. Plain text API, agent-driven, single Go binary.

    relentlessworks/urlkit's past year of commit activity
    Go 0 MIT 0 0 0 Updated Sep 30, 2026
  • phonekit Public

    Agentic-first phone number parsing, validation, and formatting service. Parse, validate, and format phone numbers in E.164, national, and international formats. Extract country codes, detect line types, and get location info. Plain text API, agent-driven, single Go binary.

    relentlessworks/phonekit's past year of commit activity
    Go 0 MIT 0 0 0 Updated Sep 29, 2026
  • geokit Public

    Agentic-first geolocation utility service. Calculate distances (Haversine), convert coordinate formats (decimal ↔ DMS), geohash encode/decode, bounding boxes, midpoints, destination points, and bearing. Plain text API, agent-driven, single Go binary.

    relentlessworks/geokit's past year of commit activity
    Go 0 MIT 0 0 0 Updated Sep 28, 2026
  • unitkit Public

    Agentic-first unit conversion service. Convert between units of length, mass, temperature, volume, area, speed, time, data storage, pressure, energy, power, angle, and frequency. Plain text API, agent-driven, single Go binary.

    relentlessworks/unitkit's past year of commit activity
    Go 0 MIT 0 0 0 Updated Sep 27, 2026
  • semverkit Public

    Agentic-first semantic version parsing and comparison service. Parse, validate, compare, bump, and sort semantic versions. Range satisfaction checking (^, ~, >=, <, ||). Plain text API, agent-driven, single Go binary.

    relentlessworks/semverkit's past year of commit activity
    Go 0 MIT 0 0 0 Updated Sep 26, 2026
  • ipkit Public

    Agentic-first IP address and network utility service. Parse, validate, and classify IPv4/IPv6 addresses. CIDR range checks, subnet calculations, IP type detection (private/public/loopback/reserved), reverse DNS names, and binary representation. Plain text API, agent-driven, single Go binary.

    relentlessworks/ipkit's past year of commit activity
    Go 0 MIT 0 0 0 Updated Sep 25, 2026
  • casekit Public

    Agentic-first case conversion service. Convert between camelCase, PascalCase, snake_case, SCREAMING_SNAKE_CASE, kebab-case, dot.case, Title Case, Sentence case, flatcase, Train-Case, and more. Detect case, convert to all formats at once. Plain text API, agent-driven, single Go binary.

    relentlessworks/casekit's past year of commit activity
    Go 0 MIT 0 0 0 Updated Sep 24, 2026
  • colorkit Public

    Agentic-first color manipulation service. Convert between hex, RGB, HSL. Mix colors, generate shades/tints, complementary colors, contrast checking, gradient generation, and color palette creation. Plain text API, agent-driven, single Go binary.

    relentlessworks/colorkit's past year of commit activity
    Go 0 MIT 0 0 0 Updated Sep 23, 2026
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