AI product development
Design and delivery of AI-assisted products, agentic workflows and reliable LLM integrations with evaluation, guardrails and human oversight.
JONATHAN BUCKLAND // SOFTWARE + AI ENGINEERING
I build dependable products and workflow automation with modern AI—then connect them safely to the software, data and operational reality your organisation already has.
Thirty years across .NET, Rails, data and cloud, combined with hands-on experience shipping agentic workflows, LLM integrations and AI-assisted products.
WAYS TO WORK TOGETHER
Bring me a stalled system, a repetitive process or a product idea. I’ll help clarify the real problem, choose a pragmatic route and build what creates value.
Design and delivery of AI-assisted products, agentic workflows and reliable LLM integrations with evaluation, guardrails and human oversight.
Reduce risk and maintenance drag with staged migrations, integration layers and targeted rewrites that protect business continuity.
Replace spreadsheets, duplicate entry and manual hand-offs with reliable systems that give teams time and visibility back.
Turn an early concept into a focused, testable product with sensible scope, architecture and a path beyond the MVP.
Independent senior judgment for architecture, delivery recovery, vendor decisions, technical due diligence and engineering direction.
Robust web applications, APIs and internal tools—from first useful release through production hardening and maintainable handover.
SELECTED WORK
The common thread is not a framework. It is finding the operational friction, making the right trade-offs and shipping a usable system.
AI DEVELOPER TOOLING
Parallel coding agents without the terminal chaos
A desktop control room for running Claude Code and Codex in isolated worktrees, surfacing decisions, reviewing changes and shipping approved work through one focused workflow.
PRODUCT DEVELOPMENT
Designed for ADHD minds, built for momentum
A focused writing product that reduces the friction of returning to a draft, combining short sessions, context recovery and carefully bounded AI assistance.
AI-ASSISTED SAAS
Turning overloaded task lists into realistic plans
An intelligent planning product that translates priorities, available time and energy into an actionable schedule instead of another overwhelming to-do list.
WHY FUNCODER
Technology choices follow the business constraint, user need and operating reality—not fashion.
.NET, C#, Ruby on Rails, JavaScript, SQL Server, PostgreSQL, cloud platforms and modern AI tooling.
You work with the person making the technical decisions and writing the software.
Readable systems, documented decisions and a maintainable path for the team that owns what comes next.
TECHNICAL NOTES
08 May 2026
12 MIN READ
This week, Anthropic pushed agentic AI forward at their 'Code with Claude' conference, while OpenAI adjusted GPT-5.5 API pricing. A critical Linux kernel vulnerability...
READ NOTE →01 May 2026
8 MIN READ
Cursor shipped 3.0 with parallel agents the same week researchers disclosed a zero-interaction RCE in it. Claude Code made 1M context free on Max. TypeScript 6.0.3 shi...
READ NOTE →27 Apr 2026
8 MIN READ
A week after OpenAI shipped GPT-5.5, the gap between 'massive leap' and 'still hallucinating' tells you almost everything about who this model is for. A field report o...
READ NOTE →START A CONVERSATION
Tell me what is getting in the way, what success would look like and where you are now. I’ll reply personally with a practical next step.
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