Implementation proof

Inspect what was changed and how it was checked

The paid cases come first. They show the failure, my role, the shipped change, and the verification method. The engineering projects show the systems behind that work.

ILCrawler v0.32.1 issue-group interface with severity, workflow-state, and site filters.
Issue groups expose their loaded-sample boundary instead of presenting sampled rows as complete totals.

Paid client work

Anonymized delivery records with technical validation

Client identities stay private. Scope, implementation ownership, and validation remain specific; business outcomes are not invented.

Paid client delivery

Headless Next.js/WordPress route and production QA

A paid route and release QA engagement for a headless Next.js/WordPress build, separating what could be diagnosed in generated output from what had to be verified on the immutable and production deployments.

Highest proven state: Delivery record; technical behavior production-validated

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Paid client delivery

WordPress legacy URL recovery and redirect QA

A paid recovery engagement for a WordPress site where valuable legacy paths needed explicit owners, safe redirects, and live verification rather than a blanket redirect rule.

Highest proven state: Delivery record; redirect behavior implemented and validated

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Anonymized paid dental-sector work

Dental practice entity, redirect, and tracking cleanup

Historical multi-milestone work for a dental practice, with redirect, crawl, entity/schema, rendered business-data, Google Ads conversion-tracking, and technical QA outputs kept separate from any ranking or conversion outcome.

Highest proven state: Delivery record; technical outputs implemented and validated

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Anonymized paid professional-services work

Professional-services lead measurement and reporting

A completed multi-month professional-services engagement where live GA4/GTM funnel measurement and GSC/GA4 reporting were implemented and handed off without treating tracking deployment as proof of traffic, subscriber, lead, or revenue growth.

Highest proven state: Delivery record; live tracking implemented and verified

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Reseller-delivered paid work

Reseller-delivered WordPress technical implementation

A bounded WordPress implementation delivered through a reseller relationship, with Niko responsible for the agreed technical changes and live checks while the reseller retained the end-client relationship.

Highest proven state: Delivery record; implementation re-tested and accepted

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Built systems

Public tools and selected private engineering

Code, interfaces, and explicit maturity boundaries—not decorative portfolio cards.

Open-source technical SEO CI gate

crawlcontract

An open-source Rust CLI that turns static output or a live site into one URL-state graph, reports deterministic findings when crawl and indexability signals contradict each other, and fails CI according to the configured severity gate.

RustTokioHTTPXML sitemapsSARIFGitHub Actions
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Open-source PostgreSQL operations tool

pgvector-index-manager

An open-source Go reconciler for pgvector HNSW indexes that belong to a defined workload or filtered population. It detects drift, plans the required change, builds and verifies a replacement concurrently, publishes it under the desired name, and retires only indexes from the same managed family.

GoPostgreSQLpgvectorHNSWConcurrent DDLDocker
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Open-source PostgreSQL diagnostic

pgvector-filterbench

An open-source Go CLI for testing a failure that latency-only vector benchmarks can miss: a filtered approximate search can lose relevant neighbors, and a seemingly good result can hide a sequential-scan fallback. The tool compares ANN results with exact PostgreSQL ground truth and checks the measured query plans.

GoPostgreSQLpgvectorHNSWDockerEXPLAIN JSON
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ILCrawler v0.32.1 IndexLane audit setup with bounded crawl, rendering, performance, and review presets.

Private crawler / audit evidence

ILCrawler

ILCrawler turns an authorized site audit into durable page, link, resource, render, performance, content-similarity, and issue evidence, then keeps review and exports attached to the run.

GoRustPythonNode.jsNext.jsPostgreSQLS3-compatible storage
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Market Engine product mark.

SEO decision layer

MarketEngine

Internal system for deciding whether an SEO task is worth doing before it becomes a ticket.

FastAPIPythonPostgreSQLRedisQdrantCelery
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SearchCaliber product mark.

Search intelligence cockpit

SearchCaliber

Private dashboard that connects a site, its crawl evidence, market research, and approved SEO actions in one place.

Search intelligenceCrawler evidenceAction reviewExports
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Workflow / outreach ops

ReachLog

Single-owner outreach system for tracking targets, messages, replies, bounces, forms, follow-ups, and dedupe protection.

LaravelSQLiteIMAPQueuesCSV
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Evidence limits

Technical proof is not a traffic claim

A correct redirect, canonical, route response, or tracking event can be verified immediately. Rankings, traffic, and revenue require later observation and are not invented here.