Make fragile software dependable.

Radical Codes helps founders and operators stabilize AI-built logic, recover legacy stacks, and ship custom operations boards that can survive real usage.

Engineer-owned Ryan writes the code. No account-manager fog.

Proof before polish Working surfaces before full-project commitment.

Built for operation Readable code, handoff docs, and telemetry.

Start a Project View Work ↓

RELIABILITY_CONSOLE // RC-PROD

LIVE // SECURE

[01] Deployment TraceSHA-256

ID: rc-deploy-prod-0x992 REF: main@sha256:d8a9f2bc7a9e0f31... ENV: production-us-east-1 STATUS: 12/12 validation checks passed VERIFY: deployment hash matches source integrity

[02] Audit ChecklistCompliance

[✔] Memory leak vector resolved

[✔] Race condition in order processing resolved

[✔] Rate limit on LLM API client enforced

[✔] Sentry telemetry initialized

[03] Code Diffroute.ts

- const data = await db.query(untrusted_payload);

+ const { data, error } = await db.from('orders')

+ .select('*').eq('account_id', accountId);

[04] Incident TimelineTelemetry

14:02:11 [WARN] Memory threshold warning (92%) 14:02:12 [SYS] Automated worker recycling triggered 14:02:13 [OK] Memory stabilized at 41% (0ms downtime)

[05] Proof LinksVerification

[LINK] AutoMarkets Live Marketplace → [LINK] MyGradHub MVP Demo → [LINK] MVP Launch Readiness Console →

PROOF LEDGER

Real work. Real systems. Real impact.

Project	Risk Solved	Outcome	Proof
AutoMarkets Live Marketplace Production marketplace	Live marketplace drift across listings, market data, dealer ingestion, lead attribution, and admin review paths.	Hardened production workflows for public listings, dealer/private visibility, tracking, SEO titles, and milestone review.	Live Site →
MyGradHub MVP Graduation marketplace	Ambiguous graduation-planning concept needed a concrete product shape for families, vendors, admin review, and handoff.	Working MVP demo with social feed, vendor marketplace, role-aware navigation, and founder/admin surfaces.	Original Demo →
MVP Launch Readiness Console Random service demo	AI-built MVPs often look close to launch while hiding repo, auth, data, billing, and deployment risk.	A focused triage console for intake, risk register, hardening priorities, evidence, and acceptance checks.	Live Demo →

METHOD & PROTOCOL

Technical diagnostics to production handoff.

01 / AUDIT & DIAGNOSE

Root Cause Analysis

We review your existing codebase, API configurations, and deployment logs to identify memory leaks, race conditions, database index bottlenecks, or unhandled exceptions.

Deliverable: fault map, scope brief, and success criteria.

02 / PROTOTYPE

Sandboxed Proofs

We build a live, working surface in an isolated sandbox environment to demonstrate how the resolved integration will function under simulated stress before writing final production changes.

Deliverable: clickable proof, data model, and integration plan.

03 / EXECUTE & HARDEN

Logical Refactoring

We refactor critical integration layers, implement automated retry fallbacks, secure API keys and headers, enforce strict validation, and deploy via robust CI/CD environments.

Deliverable: production PR, deployment recipe, and validation checks.

04 / MONITOR & OPERATE

Continuous Telemetry

We integrate real-time error tracking and telemetry, and construct a lightweight control dashboard so your operational team has absolute visibility 24/7.

Deliverable: alerts, runbook, and operational dashboard.

STANDARDS

Operational rules we build by.

Fixed-Scope Agreements

We scope every project to a binary success criteria. No open-ended billing cycles, no surprise hourly creep. You pay for predefined operational results.

Required

Demos-First Commitment

You see and interact with a live, functional sandbox mockup demonstrating critical mechanics before you commit to signing a full project contract.

Required

Direct Engineering

Zero account managers, project coordinators, or sales buffers. You work directly with Ryan Gonyon—the engineer architecting and writing every line of code.

Required

Built for Handoff

Every deliverable is clean, self-documenting, covered by test suites, and packaged with clear deployment recipes so any engineer can operate it.

Required

OPERATOR

Ryan Gonyon // Radical Codes

I help founders and operators make fragile, AI-generated or legacy software dependable. I build stable integration layers, custom control boards, and automated workflows that run continuously.

Radical Codes operates as a sharp, high-intensity technical studio. I don't build generic SaaS systems or bloated agency packages; I engineer robust operational tools that eliminate real business risk.

ENGAGEMENT

Currently accepting select high-priority app rescue, dashboard, and AI automation projects.

coderradical@gmail.com