Shipping IoT & Edge AI Software Faster with Anthropic's Claude Code
Deltaforge uses Anthropic's Claude Code as a daily engineering partner on its work for ClearBlade, shipping 40,000+ lines of merged code and tests in seven months, with safety guardrails built in.
Software (IoT and Edge AI)
AI-assisted software engineering: feature development, bug fixing, code review, automated testing, issue analysis and technical documentation.
Anthropic's Claude Code (CLI and VS Code) with Claude Fable, Opus and Sonnet models, using subagents, custom skills, a safety hook and an MCP integration.
The Challenge
ClearBlade builds IoT and Edge AI software for critical infrastructure systems. Software code changes must ship fast and safely. Parallel subagents are required to analyze large codebases and streaming IoT data.
Our Approach
Deltaforge brought IoT engineering skills and a disciplined workflow built on Anthropic's Claude Code.
Plan
Scope the change with Claude before writing code.
Prove
Reproduce the bug with a failing test.
Fix
Implement the fix until the test passes.
Review
Run a custom review skill before code merge.
Results
Seven months of daily product development, February – September 2026.
- 40,000+ lines of code merged across 270 files in seven months (Feb – Sep 2026) by one engineer working with Claude Code, including 11,000+ lines of automated tests.
- 9,000+ Claude Code prompts across 9 projects. This is daily product development, not a pilot.
- Bug fixes now start with a failing test and pass a custom review skill before code merge.
- A safety hook blocks secrets and destructive commands.
- 6 reusable skills and an MCP integration make the workflow repeatable.
The Deltaforge team is a critical part of our ClearBlade product implementation team. They effectively leverage Claude to accelerate software engineering tasks and produce high-quality output within aggressive deadlines.
Want results like these for your engineering team?
Book a free 30-minute consultation to see how AI-assisted engineering can accelerate your roadmap.