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Artifactor | Flare AI
Artifactor — Continuous Output Engine

Point Artifactor at your repo. Get docs, decks, demos, and delivery insight — on demand.

Automated Artifact GenerationContinuous Quality AuditingPortfolio-Wide Executive Visibility

Continuous output engine wired to repositories, runtime activity, databases, and quality metrics. Keeps documentation, presentations, dashboards, audits, and executive reporting in step with the live software.

01 The Challenge

Software Teams Ship Code Faster Than They Can Explain, Audit, or Report It

Documentation rots upon creation, quality checks are inconsistent, and leadership flies blind across scattered tools and manual reports.

Documentation Drift

READMEs and technical docs quickly fall out of sync with the codebase.

Repeated Manual Production

Engineers, PMs, and marketing waste hours manually creating separate docs, decks, and status reports.

Inconsistent Audits

Security reviews, web audits, and testing happen sporadically rather than continuously on every change.

Executive Misalignment

Leadership lacks real-time visibility into project health, team velocity, risks, and AI spend.

The Result

Wasted engineering hours, inaccurate technical materials, late bug discoveries, and executives making decisions on gut feel.

02 The Platform

Artifactor: Code Integration. Continuous Audits. Always-Current Collateral.

Wired directly to your repositories, runtime activity, and databases to generate living artifacts and keep technical materials accurate without a reconstruction exercise.

How It Works
01 — Connect

Connect

Register a project with your GitLab repository URL and optional deployed app endpoint.

02 — Analyze & Audit

Analyze & Audit

Artifactor pulls source code, triggers background security reviews, and audits the live runtime environment.

03 — Generate

Generate

Automatically produce versioned technical docs, Gamma presentations, Veo demo videos, and Playwright test suites.

04 — Refine & Track

Refine & Track

Edit outputs in a rich Markdown editor, publish back to repositories, and monitor portfolio health in real time.

Three Intelligence Layers

Code & Artifact Generation

  • Source-derived docs
  • README generation
  • Gamma presentations
  • Google Veo video scripting

Quality & Test Engineering

  • Automatic security scans
  • Headless web audits
  • E2E Playwright suite execution & history

Portfolio & Risk Analytics

  • Project Pulse git metrics
  • AI usage/cost tracking
  • Executive health dashboards
  • Daily email briefs
03 Core Capabilities

Intelligence That Moves Software Delivery Forward

Continuous Output Engine

Eliminates repeated manual documentation, status reporting, and asset production.

Accurate Technical Materials

Keeps documentation and audit materials accurate without requiring manual reconstruction exercises.

Early Defect & Risk Detection

Surfaces bottlenecks, bugs, and quality issues earlier in the development lifecycle.

Engineering & Business Alignment

Closes the gap between underlying engineering reality and strategic business alignment.

Gamma & Veo Integration

AI-generated presentations, interactive web guides, and scene-by-scene demo videos (up to 4K/120s).

Integrated E2E Testing

Discover, execute, and monitor Playwright suites with live progress bars, error logs, and failure screenshots.

Project Pulse & Health Metrics

Git-derived health scores, activity charts, plain-language narratives, and cost-per-minute burn rates.

Built-in MCP Server

Expose project tools programmatically to external AI clients via authenticated Model Context Protocol endpoints.

04 Why Artifactor

Manual Documentation + Disconnected Tools = Misaligned Teams

Before Artifactor
  • Repeated manual documentation & status reporting
  • Reconstructing technical materials by hand
  • Late discovery of security bugs & test failures
  • Gap between engineering reality & business alignment
  • Disconnected docs, decks, and testing tools
  • Hidden AI costs and untracked API spend
After Artifactor
  • Continuous output engine wired to live repositories
  • Audit and technical assets stay accurate automatically
  • Surfaces bottlenecks, bugs, and quality issues earlier
  • Closes the alignment gap with transparent health metrics
  • Unified platform powered by Claude Code, Gamma, & Veo
  • Real-time per-project AI cost tracking and burn rates
05 Use Cases

Where Artifactor Goes to Work

Engineering & Quality Assurance

Keep READMEs accurate, run automated security checks on code changes, and execute Playwright E2E suites with visual logs.

Product Marketing & Pre-Sales

Spin up polished Gamma decks, web pages, and AI-scripted Veo demo videos directly from repository source code.

Product & Delivery Management

Track project lifecycles, team allocation, release dates, and plain-language Project Pulse narratives.

Executive Portfolio Governance

Customize executive dashboards to monitor delivery trends, at-risk projects, contributor loads, and total AI spend.

06 The Flare Advantage

Built for Software Teams. Designed for Governance.

Real Repository Grounding

Powered by a capable AI coding engine that reads actual repository source code rather than hallucinating features.

Native Tool Integration

First-class connections to GitLab, Google Gamma, Google Veo, and Playwright.

Built-in Security & Audit Controls

Automatic non-destructive security scanning, version tracking, author locks, and secret masking.

MCP Server Architecture

Enterprise-ready MCP server lets external AI agents interact safely with repository tools.

Real-Time Cost Transparency

Tracks Claude Code spend and per-project burn rates to prevent end-of-month billing surprises.

Automated Executive Briefings

Delivers daily portfolio health summaries directly to recipient email lists.

07 Results

From Raw Code to Living Artifacts and Portfolio Visibility

Workspace Metrics
75repository pipelines connected
52live technical documentations & READMEs generated
17Gamma presentations & Veo demo videos produced
75automated security & Playwright test runs executed
85executive portfolio health reports delivered
System Status
Last execution2026-08-28 10:53:10
Active75
StatusCompleted
Artifact Breakdown
Technical Docs17
Presentations/Decks21
Test Suites19
Video/Visual Assets18

Portfolio Highlights

Automated security reviews completed on latest repository pushes Playwright E2E suites passing with visual artifact logs Multi-project AI cost burn rate tracked within budget parameters
08 Who It's For

One Platform, Every Software Stakeholder

Software Engineering Teams

Eliminate manual documentation writing and keep technical guides in sync with code.

Tech Leads & QA Engineers

Automate security scans, web audits, and Playwright test suite runs from one dashboard.

Product Marketing Managers

Generate polished sales decks, product pages, and video demos directly from code releases.

Delivery Managers

Monitor project health, team velocity, upcoming release dates, and risk factors.

Executives & CTOs

Gain full portfolio visibility over project health, delivery bottlenecks, and real-time AI spend.

AI Developers

Connect third-party AI tools directly to repository operations via the native MCP server.

09 Getting Started

See What Your Repositories Are Hiding

01

Connect Repository & Endpoint

Provide your GitLab repository URL and optional deployed app address. Artifactor validates endpoints and clones the code.

02

Run Initial Audit & Builds

Trigger background security scans, discover Playwright E2E suites, and generate baseline documentation and decks automatically.

03

Scale Across the Portfolio

Customize your executive Projects Health dashboard, configure daily email briefs, and integrate external tools via MCP.

The Artifactor Promise

Continuous Outputs Grounded in Engineering Reality

Artifactor turns code into living documentation, decks, video demos, and health reports—closing the gap between engineering reality and business alignment while surfacing quality issues early.

Connect repositories to generate docs, decks, and videos automatically.
Keep technical materials accurate without manual reconstruction exercises.
Surface bugs, security risks, and portfolio bottlenecks before they impact delivery.
Artifactor

Turn Any Codebase Into Documentation, Decks, Demos & Insight.

See how Artifactor keeps documentation, presentations, audits, and executive reporting in step with live software.

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