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From the Build Log

Real lessons from building production systems. No fluff, no filler.

LATEST ENTRIES
Security2026-07-049 min read

How Much Does a Penetration Test Cost? (2026, With Our Actual Price)

What a web app pentest costs in 2026: published guides put it at $5,000 to $35,000 or more. We publish our actual fixed price and what drives the range.

Security2026-07-048 min read

Penetration Testing vs Vulnerability Scanning: We Ran Both on the Same App

We ran a vulnerability scan and a full penetration test on the same application. What each found, what each missed, and which one your app needs first.

Security2026-07-047 min read

Your First Penetration Test: Unblocking the Enterprise Security Review

An enterprise prospect asked for your pentest report. What your first penetration test involves, what it costs, and how to clear the security review.

Security2026-07-048 min read

VAPT in Sri Lanka: An Honest Buyer's Guide

What VAPT means, what it should cost, and how to buy it in Sri Lanka: PDPA context, CERT|CC guidance, and the questions to ask a vendor before you sign.

Security2026-07-049 min read

AI Penetration Testing vs Human Pentesters: What 75 Scanners Can and Cannot Find

We run 75 AI scanner modules and one human engineer on every pentest. What automation catches, what only a human finds, and why hybrid is the consensus.

Case Study2026-07-026 min read

Memory Is Not the Moat, Judgment Is

Two AI agents, the same desk, comparable models. One checked itself before acting, one did not. A field note on agent reliability, grounded in a 108 agent research pass across 25 sources.

Case Study2026-06-247 min read

One Operator, Thirteen Projects, Zero Dropped Context

Wyrm as the durable memory layer under Claude, a real operator story, drawn from genuine usage. How one founder runs thirteen projects without losing the thread.

Case Study2025-01-258 min read

How We Digitized a Traditional Restaurant in 2 Weeks

From pen-and-paper orders to a full online platform, the Upalis story. 103+ menu items, zero commission, custom-built from scratch.

Engineering2025-01-229 min read

Why Your AI Forgets Everything (And How Wyrm Fixes It)

You just spent 20 minutes explaining your codebase to an AI. Tomorrow, it won't remember any of it. Here's why, and the protocol that solves it.

Security2025-01-2010 min read

I Ran 75 Automated Scanners Against My Own App, Here's What Broke

Most companies test with 1–2 scanners. We built an AI that orchestrates 75 of them in a 17-phase pipeline. The results were humbling.

Security2025-01-187 min read

The Real Cost of a Data Breach for Small Businesses

The average data breach costs $4.88 million. For a small business, it can mean closing the doors. Here's the full breakdown.

Security2025-01-155 min read

Why Your Web App Needs a Penetration Test Before Launch

Most teams skip security testing until it's too late. Here's how PhantomDragon AI catches OWASP Top 10 vulnerabilities before attackers do.

Engineering2025-01-088 min read

Building AI Memory Systems: Lessons from Wyrm

How we built a persistent AI memory system that compounds knowledge across 15+ projects, and why every engineering team needs one.

Case Study2024-12-206 min read

The True Cost of Technical Debt in Restaurant Platforms

We replaced 4 disconnected systems with one unified platform. Here's the math on why rebuilding saves money long-term.