RRK Technologies

Trust your code before you ship it.

We build production-grade systems that turn fragile tests, messy data, and market noise into one clear, trustworthy signal. Proof over hype.

Meet RRK Verify Start a project
scan ✓/120 findings·every one cites file:line
rrk verifylive scan
RRK Verify overview: testability score, project loader, and top findings. RRK Verify testability map with ranked top fixes and a findings table. RRK Verify finding detail with code evidence and a copyable locator. RRK Verify reports view. RRK Verify test runs view. RRK Verify recorder capturing a real browser flow.
RRK Verify In active development
Flagship product

A deterministic QA trust layer for the AI-coding era. Every finding comes with proof.

As AI writes more of your code, the hard part shifts from writing it to trusting it. RRK Verify scans your repo, scores its testability, and shows the exact evidence behind every finding, so your team can act without guessing. Your source stays on your machine.

01

Scan

A read-only scan flags fragile selectors, missing and duplicate test-ids, and coverage gaps. Same input, same result.

02

Map

A testability score and ranked fixes, built from a deterministic rule pack with no model in the decision path.

03

Evidence

Every finding cites file, line, and a copyable locator. "Unclear" is a valid answer, never a false pass.

04

Verify

Record a real flow, generate a Playwright draft, run it, and only on your approval write the test into your repo.

Overview
Testability map
Finding detail
Recorder
Test runs
Saved tests
Reports
Agent verification
Talk to us about RRK Verify
StockLight Product · StockLight

Market clarity for people who think before they act.

The same idea, applied to markets. StockLight cuts the noise and tells you what actually changed, why it matters, and whether you should care.

Daily clarity

Short, structured briefs that explain what happened and why it matters.

Context over headlines

Events are connected across symbols and sectors, so you see the bigger picture.

Decision-ready

Insight you can explain in one sentence, to yourself or to someone else.

Personal relevance

You see what matters to your names, not everything that happened.

Where you already are

Read it on web, Discord, or Telegram. No new habits required.

What we leave out

No price targets. No hype. No buy or sell signals. We never replace your judgment.

Explore StockLight
StockLight narrative analysis for a stock with deep analysis and evidence.
StockLight power score and key indicators for a company.
StockLight market narrative timeline and prediction markets.
StockLight stock timeline narrative.
StockLight narrative hub.
StockLight AI copilot chat.
What we build

Full-stack product engineering.

Backend services, frontend apps, dashboards, databases, auth, APIs, integrations, and deployment, built as one connected system.

Full-stack products

Backend, frontend, APIs, dashboards, auth, databases, and integrations.

AI agents & automation

Agents that understand intent, use tools, run workflows, and stay inside guardrails.

Cloud backends

GCP, AWS, Azure, Docker, queues, schedulers, observability, and cost-aware architecture.

Data pipelines

Ingest, normalize, store, enrich, analyze, and deliver insight through APIs and products.

QA intelligence

Testability maps, selector risk, test-layer awareness, CI quality gates, and verification.

Technical delivery

Scope, build, ship, measure, and improve, with clear ownership throughout.

Data pipelines

From ingestion to intelligence.

From raw inputs through analysis to delivery. Built for StockLight, applied to client systems in finance ops, marketing, and support.

  • 1
    Ingest. RSS, APIs, scrapers, uploads, and webhooks.
  • 2
    Normalize. Schema mapping, dedup, and enrichment.
  • 3
    Store. Tables, vector embeddings, and partitions.
  • 4
    Analyze. Signals, topic modeling, and entity linking.
  • 5
    Agents. Decision units that select tools and produce output.
  • 6
    Deliver. APIs, dashboards, alerts, and exports.
symbols  ->  events  ->  features  ->  narrative
alerts   ->  watchlists  ->  personalization
api      ->  web  ->  discord / telegram

We productize this for finance, ops, marketing, and support.

Work with RRK

Let's build something you can trust.

Book a discovery call. We scope a compact, high-impact track and ship a measurable result.

We reply from info@rrk-technologies.com