Enterprise Streaming Platform
Grew a greenfield portfolio to more than 3,500 workloads while improving reliability and platform economics.
Read the case study Independent software engineering company
Practical software for AI-assisted, agentic engineering and developer productivity.
Benge Software LLC builds software and engineering tools focused on AI, agentic workflows, AI-assisted development, developer productivity, engineering automation, and platform engineering.
01 / Selected leadership work
Enterprise platforms, from product definition to scaled operation.
I lead enterprise platform initiatives from product definition and zero-to-one validation through scaled adoption, operating maturity, and financial optimization.
Kafka Platform Transformation
Turned a zero-tenant proof of concept into an enterprise product and changed its open-source economics.
Read the case study02 / How I Operate
How I operate enterprise platforms.
Leadership capabilities that span individual initiatives, connecting technical depth to production accountability, organizational decisions, and business outcomes.
03 / Flagship product
MakeItOurs turns plain language into a real, exact CAD model.
Our first product applies agentic, AI-assisted engineering to computer-aided design — the clearest expression of how we think engineering work should work.
Describe the change you want, and MakeItOurs proposes real Python source changes, validates and builds them, and shows a 3D preview before anything is accepted. Every version is saved so you can always go back. Your project lives in a Git repository you control — not a server we run — and you can export to STEP, IFC4, GLB, DXF, PDF, and more for whatever tool you use next.
04 / About
Engineering with purpose and restraint.
We focus on useful systems that reduce friction for engineers. Our approach favors clear architecture, maintainable automation, thoughtful human oversight, and honest evaluation of where AI adds value.
Practical by design
Technology choices begin with the engineering problem, not a trend.
Built for operators
Tools should be understandable, observable, and safe to use in real workflows.
Automation with judgment
AI and agentic automation work best with clear boundaries and deliberate human control.
Founder
Brandon Benge
Brandon brings experience across distributed systems, cloud platforms, developer platforms, AI-assisted engineering, and engineering leadership. He founded Benge Software LLC to pursue practical tools at the intersection of software development and emerging agentic engineering workflows.
05 / Open source
Tools, experiments, and reference work.
Selected public engineering projects. These repositories are open-source tools and learning resources—not commercial Benge Software products or service commitments.
Developer tool
langchain_autocommit
An agentic Git automation library that generates conventional commit messages from repository diffs, using an API-based language model with a local Ollama fallback.
View on GitHubEngineering tool
prometheus-metric-summarizer
An Apache-2.0 Python library that turns Prometheus range-query JSON into compact, metric-type-aware summaries for agentic pipelines and AI operations workflows.
View on GitHubConfiguration project
opencode-config
A reusable OpenCode configuration bundle for SpecRepo-based development, including agent definitions, conservative permissions, reusable prompts, and workflow guidance.
View on GitHubData platforms & pipelines
Reference architectures for streaming and batch data.
Focused examples exploring ingestion, governed transformation, and real-time delivery patterns. Educational demonstrations, not production systems.
D01
patient-events-write-platform
A focused patient-event write-path example exploring idempotent admission, immutable PHI versioning, change-data capture, and downstream de-identification.
Architecture pattern demoD02
patient-events-stream-platform
A Kafka-first streaming example using PyFlink jobs to demonstrate deduplication, versioned materialization, Redis projection, version fencing, and dead-letter handling.
Streaming pattern demoD03
example-data-pipeline-w-ml
A data-platform demonstration spanning streaming ingestion, lakehouse storage, governed batch transformation, analytics, and offline feature datasets.
Data platform pattern demoAI architecture explorations
Agentic and retrieval patterns, documented rather than shipped as repos.
Early explorations of agent orchestration, tool use, and retrieval-augmented generation. Presented here as architecture notes, not as public repositories.
A01
apache-agentic
A local learning project illustrating a small two-agent workflow, tool use, retrieval, and locally hosted models with AG2, Ollama, ChromaDB, and SQLite.
Learning demo · not enterprise softwareA02
RAG-Workflow
An early quiz-generation workflow that downloads and chunks PDFs, stores local embeddings in Chroma, and uses language models to generate question-and-answer pairs.
Legacy example · predates current industry patterns and standards06 / Writing
Notes on engineering systems and practice.
Brandon writes about AI-assisted, agentic development, platform strategy, real-time data systems, and lessons from hands-on engineering experiments.
My First Day with OpenCode: Local Models, OpenCode Go, and Lessons Learned
An exploration of local models, managed inference, and why coding agents and inference providers do not need to be tightly coupled.
Read on MediumSpec-Driven Development Is Moving From Concept to System
How repository-based specifications, agent workflows, and emerging standards are reshaping software delivery.
Read on MediumFrom Data Pipelines to Real-Time Decisions
A look at how modern platforms connect streaming data, governed analytics, and machine learning to support operational decisions.
Read on Medium07 / Contact
Let’s talk about practical engineering.
For business inquiries, technical conversations, or questions about Benge Software LLC, reach out by email.