Inside the Orchestra.
How we build, what we've learned, and why 65 specialists beat one generalist every time.
— All Posts
Three Production-Grade Vertical SaaS Applications: Built, Audited, and Available
A founder built three independent SaaS applications in months. Three different AIs audited them using different methodologies. ChatGPT baseline, 30-hour remediation sprint, Perplexity independent audit, and Claude technical deep-dive. Here's what changed between passes—and what they're worth.
Construct.fm: The Estimate Generator That Changed the Sales Process
Construction firms spending hours on manual estimates, losing jobs because quotes took too long. We built an AI-powered estimate generator that shipped in 48 hours and changed their close rate.
Insydetradar: Building Autonomous Financial Trading Infrastructure
Algorithmic trading that monitors markets, executes on pre-defined conditions, and manages risk without constant human intervention. The most technically demanding build we'd done.
Chatterbox: AI Voice Cloning and TTS — From Concept to Launch
The brief: a consumer-grade voice cloning and infinite text-to-speech application. Clean, accessible, responsibly built. The timeline: 72 hours.
La Aesthetician: When a Premium Clinic Has a Website That Doesn't Match
Five-star treatments. A digital presence that undersold all of them. New brand identity, premium website, booking flow — 48 hours. Here's the honest build log.
Longleat Facilities Hub: HACCP Compliance Digitised for a Major UK Attraction
One of the UK's most iconic visitor attractions was managing critical safety compliance on paper and spreadsheets. We built a digital hub that made the facilities team actually want to use it.
5 Client Sites in 30 Days: What AI-Assisted Development Actually Looks Like
June 2025. BL Motorcycles, Sparta Interiors, DJ Waste, KLIQT Media website, plus a full rebrand. One month, five live sites. Here's the honest account.
KLIQT CRM: When Off-the-Shelf Doesn't Cut It
A media agency running their entire operation across spreadsheets, Notion, and three disconnected tools. We built them a custom CRM in a week.
— The Journey
From Zero to 65 Specialists.
65-Agent Orchestra — Production Ready
65 specialists fully deployed: 135 catalogued skills, automated training day protocol, full sync pipeline, @delegator routing layer, @validator artifact gate. The Orchestra is complete.
57-Agent Orchestra — Full Compliance
57 specialists hit Jai.OS 4.0 compliance simultaneously. Governing directives injected, SKILL.md gold standard achieved, Shared Brain wired via jonnyai-mcp.
AI Product Engine — Glass Box Live
jonnyai.website v4 launches with the Glass Box concept. Real-time project dashboards, Stripe payments, magic link auth. The commercial product is live.
AgentFlip — Phase 1 Live
AgentFlip launches Phase 1: autonomous keyword arbitrage engine. Dashboard live, Scavenger Engine detecting first opportunities, brand identity locked. First fully self-directed product build using the Orchestra.
Jai.OS 4.0 Foundation
The operating system layer is formalised. Standardised Orchestra architecture, governing directives, and Shared Brain sync established. The inflection point.
Construct.fm Estimate Generator
First client tool delivered as a formal Orchestra demonstration. AI estimate generator, invoice generation, Excel export — full toolchain in 48 hours.
AgOS 2.0 Launches
The first iteration of the Antigravity agency platform goes live. Initial focus: small business AI integration, lead intake, and core brand identity.
Antigravity Orchestra Created
The formal architecture of the Orchestra ecosystem is committed to version control. SKILL.md, Shared Brain, boardroom protocols. The system that had been evolving informally gets its permanent structure.
Insydetradar + Chatterbox
Two complex product builds ship the same week: Insydetradar (autonomous trading infrastructure) and Chatterbox (AI voice cloning platform). Portfolio expands into fintech and consumer AI.
January Sprint: 6 Projects
Village Bakery, JSC Contractors, Dudley Motors, MarineFlex, and two supporting builds delivered in January. 48-hour turnaround is now the standard, not the exception.
La Aesthetician Goes Live
Luxury aesthetics clinic launches with a new brand identity, premium website, and booking flow in 48 hours. The 48-hour model now repeatable and consistent across all project types.
Longleat Facilities Hub
HACCP compliance digitised for a major UK visitor attraction. Enterprise-scale facilities management software. First project at institutional scale.
Safeguardian: First Safety App
Safeguardian launches — a child digital safety application built in seven days. First project requiring compliance review, security hardening, and family-facing UX at launch.
Client Month: 5 Sites in 30 Days
BL Motorcycles, Sparta Interiors, DJ Waste, KLIQT Media website, and supporting branding all delivered in a single month. First proof that the parallel delivery model works at scale.
Agent Stack Experiments Begin
First formal experiments with a dedicated AI agent stack running alongside the KLIQT CRM. The multi-agent concept starts taking shape. This is the intellectual origin of the Orchestra.
KLIQT CRM — Custom Ops Platform
KLIQT Media gets a fully bespoke CRM and operations platform. Client management, project tracking, billing, brand asset library. First enterprise-grade internal tool in the portfolio.
First Marketplace Build
Poundtrades v1 launches — a marketplace concept for leftover building materials. v2 ships two weeks later with maps, payments, and seller profiles. First multi-version rapid iteration cycle.
First AI Tool Ships
JonnyAI builds its first AI-powered product: a price calculation tool for potential clients. An app that inputs project data and returns an AI-generated cost forecast. Proof of concept for AI-assisted business tools.
Ready to Ship?
Free scope session with Marcus. Fixed-price roadmap in 15 minutes.
Brief The Conductor