Where AI Follows Your Process

Transform unpredictable LLM conversations into deterministic workflows. HardWire enforces structured execution with CI-style pipeline visualization, fail-fast error handling, and complete transparency into every step.

WORKFLOW EXECUTIONS: 847,203
AVG STEP COMPLETION: 2.4s
DETERMINISTIC EXECUTION: 100%
WORKFLOW VERSIONS: 124,891
CORE PLATFORM [01]

Deterministic Workflow Engine

ENFORCED EXECUTION
Topological Execution

Steps execute in strict dependency order based on your DAG. No guesswork, no hallucinations — just deterministic, reproducible workflows every time.

Fail-Fast Semantics

Any step failure halts the entire workflow immediately. No silent degradation, no partial results pretending to be complete. Errors surface with full context for debugging.

Version Pinning

Every run is tied to a specific workflow version. Reproduce any result, audit any execution, roll back any change — complete workflow provenance built in.

DAG Validation

Cycle detection, dependency validation, and tool existence checks happen before execution. Invalid workflows never run — catch structural errors at design time, not runtime.

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topological execution
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fail-fast semantics
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version pinning
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dag validation

Build workflows that professionals can trust

RESEARCH WORKFLOWS

Define multi-step research processes. Search sources, verify facts, cross-reference findings — enforce the methodology you'd follow manually.

CONTENT PIPELINES

Structure creative workflows. Outline, draft sections, review for consistency, finalize — every step visible and verifiable.

ANALYSIS PROCEDURES

Enforce analytical rigor. Load data, validate quality, run calculations, generate insights — reproducible analysis at scale.

CORE PLATFORM [02]

Proposal-Based Workflow Editing

Describe changes conversationally. The system generates structured proposals you review before applying. No surprises, no unintended modifications — complete control over every workflow evolution.

CONVERSATIONAL WORKFLOW DESIGN
Natural Language Intent

Describe workflows the way you think. The system interprets your intent, generates structured tool calls, and presents a preview before any changes take effect.

Apply or Reject

Review the exact DAG changes before committing. See additions, modifications, deletions — then explicitly apply or reject. No auto-commits, no hidden mutations.

Structured Modifications

Add steps, update instructions, reorder dependencies, assign tools — all through structured operations that maintain workflow integrity and version history.

Version Control Built-In

Every applied proposal creates a new workflow version. Track evolution, compare versions, roll back changes — complete audit trail of your workflow's history.

WORKFLOW EDITING
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natural language proposals
WORKFLOW EDITING
apply or reject
WORKFLOW EDITING
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structured modifications
WORKFLOW EDITING
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version control

Design complex workflows without writing code

DECISION PROCESSES

Model multi-criteria decision frameworks. Define evaluation steps, scoring mechanisms, recommendation logic — enforce consistent decision-making methodology.

REVIEW WORKFLOWS

Structure quality control processes. Check requirements, verify completeness, flag issues, approve or reject — systematic review every time.

DIAGNOSTIC PROCEDURES

Capture expert troubleshooting flows. Gather symptoms, test hypotheses, rule out causes, reach conclusions — codify diagnostic expertise.

COMPLETE DETERMINISTIC PLATFORM

Everything needed for workflow-driven AI

CI-STYLE VISUALIZATION

Watch workflows execute like CI pipelines. Real-time step progress, status indicators, expandable logs — full execution transparency.

MCP TOOL REGISTRY

Standalone microservice managing all available tools. Web search, URL fetching, HTTP requests, summarization — extensible tool ecosystem.

SSE STREAMING

Server-sent events deliver workflow status in real-time. Step updates, completion signals, error events — live execution monitoring.

TOOL TRANSPARENCY

Every tool invocation logged with full request/response payloads. No hidden API calls, complete audit trail, debuggable execution.

STEP STATUS

Queued → Running → Passed/Failed progression. Each step's state visible at a glance.

EXECUTION LOGS

Expandable panels showing LLM prompts, tool calls, responses, errors — complete execution context.

REAL-TIME UPDATES

SSE stream delivers status changes as they happen. Watch workflows execute live.

TRANSPARENCY

CI-Style Pipeline Visualization

Workflows render as horizontal pipelines with familiar DevOps semantics. Each step shows its status, logs, tool invocations, and timing. When something breaks, you see exactly where and why — no black box mystery debugging.

EXPLORE VISUALIZATION
FLEXIBILITY

Multi-Model Provider Support

Choose your model per message. OpenAI GPT-4o for reasoning, Anthropic Claude for long context, Google Gemini for multimodal — mix providers freely. Vercel AI SDK provides unified interface, your workflows stay provider-agnostic.

VIEW SUPPORTED MODELS
OPENAI

GPT-4o, GPT-4o-mini — latest OpenAI models with function calling.

ANTHROPIC

Claude 3.5 Sonnet, Claude 3 Haiku — Anthropic's reasoning specialists.

WEB SEARCH

DuckDuckGo integration for web queries. Search with query limits, get ranked results.

HTTP REQUESTS

General-purpose API calling with allowlists, private IP blocking, timeouts, size limits.

EXTENSIBILITY

MCP Tools Registry

Standalone microservice managing available tools. Web search, URL fetching, HTTP calls, text summarization, JSON extraction — validated schemas, security controls, extensible architecture. Workflows reference tools by ID and version, the registry handles execution.

BROWSE TOOLS
SECURITY

Complete Authentication System

Email/password registration with verification via Resend. Google OAuth for streamlined onboarding. Session-based auth with HttpOnly cookies, password reset flows, user profile management — production-ready security from day one.

CREATE ACCOUNT
EMAIL VERIFICATION

Transactional email via Resend. Verify addresses, reset passwords, confirm account changes.

GOOGLE OAUTH

One-click sign-in with Google accounts. Streamlined onboarding, reduced friction.

POSTGRAPHILE

Auto-generated GraphQL API from PostgreSQL schema. Type-safe queries, real-time subscriptions.

REST + SSE

REST endpoints for CRUD operations, server-sent events for real-time workflow execution streaming.

ARCHITECTURE

PostgreSQL-Backed GraphQL API

PostGraphile generates type-safe GraphQL from your PostgreSQL schema. Automatic CRUD operations, relationship traversal, filtering, pagination — zero boilerplate. REST endpoints handle custom workflows, SSE streams real-time updates.

EXPLORE API

Stop fighting unreliable AI conversations

Transform your LLM work into deterministic, trustworthy workflows. Start building with HardWire today.
TRUSTED BY AI-NATIVE PROFESSIONALS

HardWire transforms how professionals use LLMs for complex work requiring deterministic, auditable execution.

"Finally, a chat interface that doesn't devolve into unpredictable responses. HardWire's workflow engine ensures my research processes execute exactly as defined, every single time. The pipeline visualization makes debugging trivial."

Sarah Chen
Research Director, Tech Policy Institute

"The proposal system is brilliant. I can iteratively refine workflows without fear of breaking production processes. Version pinning means I can always reproduce results for audit trails."

Marcus Rodriguez
VP Engineering, FinTech Startup

"HardWire solved our content pipeline chaos. We went from unreliable drafts to systematic workflows with clear steps, fail-fast errors, and complete tool transparency. Game changer for our editorial team."

Emma Thompson
Editor-in-Chief, Technical Publications
TECHNICAL FOUNDATION

Built on Modern Infrastructure

NEXT.JS 15 + REACT 19

Modern frontend with App Router, concurrent features, TailwindCSS styling, shadcn/ui components.

workflow_execution.ts

interface WorkflowStep {
id: string;
name: string;
instruction: string;
tools?: WorkflowToolRef[];
dependsOn?: string[];
}

async function executeWorkflow(
dag: WorkflowDAG,
runId: string
) {
const sorted = topologicalSort(dag.steps);

for (const step of sorted) {
const result = await executeStep(step);
if (result.status === 'failed') {
throw new WorkflowError(result.error);
}
}
}

NODE.JS + EXPRESS BACKEND

TypeScript strict mode, PostGraphile for GraphQL, better-auth for authentication, Vercel AI SDK for model abstraction.

POSTGRESQL DATABASE

Relational data model with JSONB for DAG storage, node-pg-migrate for version control, full ACID guarantees.

DOCKER COMPOSE

Containerized development environment. Frontend, backend, database, MCP tools — all orchestrated locally.

CORE PRINCIPLE

The Determinism Guarantee

No Auto-Correction

Workflows execute as defined. The system never attempts to self-heal, guess missing steps, or silently fix errors.

No Silent Bypass

Selected workflows cannot be skipped. When a workflow is active, every query follows the defined process.

No Hidden Execution

Every step, every tool call, every decision point — visible. The pipeline shows exactly what happened and when.

No Implicit Retries

Failures require explicit user action. The system preserves partial progress and surfaces errors immediately.

Reproducible Results

Version pinning ensures the same workflow version produces the same execution path. Complete audit trail of workflow evolution.