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Boxfixe Labs
⚡ Manifest V3 • Chrome, Edge & Brave • Human-in-the-Loop Architecture

When APIs don't exist and headless crawlers get blocked: Custom Browser Extensions.

Enterprise sites and government portals deploy sophisticated Cloudflare bot checks, CAPTCHAs, and session expirations that break traditional scrapers. I build lightweight, secure in-browser extensions that run inside your normal authenticated browser session—extracting structured data, parsing documents client-side, and streaming clean records straight into your database with one click.

Engineering Philosophy

Why In-Browser Human-in-the-Loop Beats Brittle Headless Bots

The Traditional Headless Approach
  • • Cloudflare & Bot-Block Vulnerability: Frequent HTTP 403s, browser fingerprint bans, and rotating CAPTCHA traps.
  • • Expensive Proxy Infrastructure: Burning $500+/mo on residential proxies just to scrape a few hundred pages.
  • • High Breakage & Upkeep: A single CSS class tweak on the target site breaks headless Puppeteer scripts overnight.
The Boxfixe Human-in-the-Loop Extension
  • • Runs in Your Genuine Browser Session: You pass 2FA or bot verification naturally as a human visitor; the extension extracts the rendered DOM.
  • • Client-Side Document Parsing: Uses bundled PDF.js or WASM parser right in the tab—zero external server bandwidth or scraping footprint.
  • • One-Click Secure Ingestion: Preview parsed records before clicking "Send to Cloud", preventing corrupted database states.
Live Production Examples

Two Production Extensions Built for Demanding Workflows

Legal Telemetry & Document Ingest Manifest V3

UPC Intel Court Capture

The Unified Patent Court portal houses critical European patent dispute decisions, but sits behind aggressive bot shields and offers no public API. This extension allows legal analysts to browse court decisions normally and capture entire docket batches with a single click.

Key Technical Capabilities:
01. Table & Metadata Extraction: Normalizes dual case numbering formats (UPC_CFI_196/2025 vs UPC-CFI-0000029/2026), extracts claimant/defendant names, dates, and court divisions without missing rows.
02. Client-Side PDF Parsing (PDF.js): Reads court order cover pages in the browser to extract patent numbers (EP...), presiding judges, and individual counsel names without server overhead.
03. Safe Rate Limiting & 429 Cooldown: Enforces automated 10-second pauses between document requests and honors Retry-After headers to protect user IP reputation.
04. Direct Cloud Upsert: Sends validated payloads directly to the UPC Intel Supabase pipeline with secret-authenticated endpoints.
Built for: UPC Intel Inspect Product ↗
High-Touch Sales & CRM Sync Sidepanel API

LinkedIn & Sales Nav Sidepanel Runner

Heavy $150/month sales automation tools flood accounts with robotic actions that trigger automated security restrictions. This Chrome Sidepanel extension runs right alongside LinkedIn Sales Navigator, managing hyper-personalized outreach campaigns with human-like behavioral pauses.

Key Technical Capabilities:
01. Embedded Chrome Sidepanel UI: Clean sidebar interface displaying real-time campaign queues, daily connection limits, and live execution telemetry without leaving the page.
02. Dynamic Lead Extraction: Observes Sales Navigator DOM mutations to extract lead profiles, job titles, companies, and mutual connections into structured records.
03. Human Cadence Engine: Simulates natural mouse scrolling, randomized keypress typing delays, and intelligent pacing to ensure zero account safety alerts.
04. Bi-Directional CRM Telemetry: Immediately synchronizes sent messages and responses back to the executive Postgres cockpit.
Built for: Portfolio OS See Integrated Cockpit ↗
Interactive Architecture

Inside a Boxfixe Browser Extension

Click the interactive tabs below to see how the four layers of a modern Manifest V3 extension interact securely with your existing backend.

Custom Development Capabilities

What Kind of Browser Extension Does Your Team Need?

If your analysts, associates, or operators are wasting hours manually copying data between browser windows, a custom extension can compress that work into seconds.

01 · M&A & Deal Sourcing

Registry & Auction Scrapers

Extract commercial real estate listings, insolvency auction records, or corporate filings directly from regional gazettes and European registries while you browse.

02 · Sales & Growth Ops

CRM Enrichers & Quick-Clips

Clip LinkedIn, Crunchbase, or conference directory contacts into your custom CRM table with automated email pattern resolution and duplicate detection.

03 · Compliance & Due Diligence

Instant Sanction & Court Flags

Overlay risk badges directly on vendor or counterparty websites by querying your internal risk database in real time through an extension sidepanel.

Turnaround: 3 to 7 Days

Have a workflow you want automated inside Chrome?

Send me a 2-minute Loom video or description of what your team does manually in the browser. I'll scope the extension, provide a fixed quote, and deliver working source code ready for unpacked developer mode or private Web Store installation.