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Agentic Engineering
We help teams turn AI agents from impressive demos into systems they can actually ship. From the agent loop and its tools to context engineering, evaluation, and observability, we build agentic systems that behave predictably in production, and leave your team able to maintain them.
Clients
What I Build
Agentic engineering services we provide
01
Agent Architecture & Design
We design the loop, the tools, and the control flow behind a reliable agent: what it can do, when it should stop, and where a human stays in the decision.
02
Context Engineering & RAG
Getting the right information in front of the model at the right time. Retrieval, memory, chunking, and prompt structure so your agent answers from your data, not its guesses.
03
Evaluation & Reliability
We build evals, guardrails, and self-checks so agent quality is measured, not hoped for, and stays predictable as you scale.
04
Agent Observability & Ops
Tracing, monitoring, and cost control for agents in production, so you can see what they did, debug failures fast, and keep spend under control.
More Services
Other Agentic Engineering I provide
AI Development
Machine Learning Solutions
Natural Language Processing
Speech Recognition
Computer Vision
OpenAI and GPT-3 Integration
Advanced Analytics Solutions
Big Data Engineering
Chatbot Development
Rhys Fisher
James has been a key measurement partner for a number of years. While running a boutique analytics agency, I would bring Just Understanding Data into a number of growth transformation projects at a time, across a portfolio of B2B SaaS and D2C E-commerce clients. These projects involved solving a diverse set of challenges. Together we worked on bespoke data collection solutions, applying machine learning models to marketing challenges, and surfacing often complex ideas into easy to digest actionables that clients could act on. James is well spoken and handles client communications well. His super power is being able to create a shared understanding around the insights drawn with analytics. Without James, you’ll be leaving growth on the table. 5* recommendation from me.
Shuaib Ahmed
James is literally a legend! I asked him to perform a web scraping task that was quite tedious revolving academic abstracts and he literally did it within a week after posting the gig. He also went above and beyond and gave me tips on applying NLP techniques which worked out quite well for my solution the month after. I would highly recommend working with him for any of your data collection needs or if you just need tips/help solving any Data Science issues!
Jeanne Keith Felipe
James is a very nice and professional person to do business with. He doesn't mind explaining technical information to give you a clearer picture of how online business works. He has a great work ethic and I'm sure Insight Jar will go far
Ready to build something great?
Production-grade software and data engineering. Pick a call slot or send over the details by email.
Book a CallPrefer email? Use the contact form.Why Work With Me
The benefits of my Agentic Engineering
1. Production experience
We have shipped agentic systems in production, not just demos. You get patterns that survive real traffic, edge cases, and cost constraints.
2. Framework-agnostic
We pick the right tool for the job, from the Vercel AI SDK to DSPy to a plain provider loop, rather than forcing your problem into one framework.
3. Evaluation-first
Every agent we build ships with a way to measure whether it is actually good, so improvements are deliberate and regressions get caught early.
Frequently asked questions
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