VAEKTOR — Codebase Memory · Context Intelligence

// see it in action

Your AI tools ask. VAEKTOR answers.

Claude Code

> How does authentication work in this project?

search_core() → querying 3 repositories...

0.94 app/Http/Middleware/Authenticate.php

Custom auth guard using Sanctum tokens with team-scoped permissions. Falls back to session auth for web routes.

0.91 app/Models/User.php:45-82

HasApiTokens trait with custom tokenCan() override for repository-level access control.

0.87 ADR-012: Session vs Token Authentication

Decision to use Sanctum over Passport — context: simpler token model, no OAuth complexity needed.

3 results from 847 chunks · 120ms

> Are all architectural decisions implemented?

search_adr() + search_core() → cross-referencing 14 ADRs...

gap ADR-007: Use event sourcing for audit trail

Status: Accepted — no implementation found. Expected in app/Events/ or app/Listeners/. 0 matching files.

ok ADR-012: Sanctum over Passport

Status: Implemented — found in 3 files. Sanctum middleware active, Passport not installed.

ok ADR-003: PostgreSQL over MySQL

Status: Implemented — DB_CONNECTION=pgsql, all migrations use PostgreSQL-specific types.

14 ADRs checked · 1 gap found · 340ms

> Give me a high-level overview of the billing system

arch_core() → mapping module boundaries...

entry app/Http/Controllers/BillingController.php

Handles subscription creation, plan changes, and invoice downloads. Uses Cashier under the hood.

core app/Services/SubscriptionManager.php

Central service — coordinates plan limits, usage metering, and Stripe webhook processing.

model app/Models/Subscription.php

Extends Cashier Subscription. Custom scopes: active(), trialing(), byTeam(). Relations: team, invoices.

12 files · 3 services · 4 models · 2 jobs

> Generate a handover for the developer leaving the payments team

generate_handover() → analyzing git history & ownership...

knowledge Top areas: Stripe webhooks, refund logic, invoice PDF generation

85% of commits in app/Services/Stripe/ and app/Jobs/ProcessRefund.php over last 6 months.

risk Solo-authored files: 7 files with no other contributors

app/Services/Stripe/DisputeHandler.php — complex logic, no tests, only contributor leaving.

active Open PRs: #412 (currency rounding fix), #398 (Stripe API v2024-12)

PR #412 is approved, needs merge. PR #398 has unresolved comments — assign new owner.

142 commits analyzed · 23 files · 2 open PRs

// how it works

From repository to AI context in three steps.

VAEKTOR clones, chunks, and embeds your code — then exposes it to your AI tools via MCP. No configuration beyond a token.

01 · Connect

Install the GitHub App or connect via GitLab.
VAEKTOR clones the repository on your infrastructure.

02 · Index

Language-aware chunking preserves function boundaries and class relationships. Semantic embeddings are generated and auto-updated on every push.

03 · Search

Query via the web UI or let your AI assistant search directly via MCP — no copy-pasting required.

// built for

From IC to boardroom.

Developers

AI answers that know your actual codebase, not a generic one. Ask in plain English, get precise context — including past architecture decisions.

Team Leads

Decision history that survives developer turnover. ADRs, rejected alternatives, handover documents — all searchable by your AI tools.

CTO / CFO

Measurable savings on AI API costs and consultant days. Architectural decisions and developer knowledge preserved — not locked in someone's head.

Regulated industries

GDPR-native, EU-hosted, full data control. Self-hosted option means your code never leaves your network.

// deployment

Your data stays where you need it.

Self-hosted is not a compromise — it's premium for teams with compliance requirements. All three models use the same codebase.

Cloud-hosted

Hosted in EU, GDPR-compliant. Connect and go. No infrastructure to manage.

Solo & Team plans

Self-hosted

GDPR

Docker Compose image on your own infrastructure. Your code never leaves your network. Full data control.

Business plan

Enterprise

Same Docker image, your infrastructure. Includes SLA, DPA agreement, dedicated onboarding, and annual contract.

Enterprise plan

Need self-hosting, DPA agreement, or custom onboarding? Talk to sales →

Your codebase
has memory.

Your AI tools ask. VAEKTOR answers.

Everything your team needs
to understand the codebase.

Core

Knowledge

Code Quality

Documentation

Operations

Compliance

From repository to AI context in three steps.

From IC to boardroom.

Developers

Team Leads

CTO / CFO

Regulated industries

Your data stays where you need it.

Cloud-hosted

Self-hosted

Enterprise

Give your AI tools
a memory.

Your codebasehas memory.

Your AI tools ask. VAEKTOR answers.

Everything your team needsto understand the codebase.

Core

Knowledge

Code Quality

Documentation

Operations

Compliance

From repository to AI context in three steps.

From IC to boardroom.

Developers

Team Leads

CTO / CFO

Regulated industries

Your data stays where you need it.

Cloud-hosted

Self-hosted

Enterprise

Give your AI toolsa memory.

Your codebase
has memory.

Everything your team needs
to understand the codebase.

Give your AI tools
a memory.