Circuit-Forge is a collection of software repositories and projects addressing a range of diagnostic, annotation, and automation needs. The suite includes tools such as real-time tone annotation designed for neurodivergent and autistic users, an auction sniping and listing intelligence utility, an email classifier training tool with multi-account IMAP support and a labeling interface, and a customer service platform for IVR queues and dispute tracking. Additional components offer features like centralized git hooks for secret and PII scanning, a job discovery and application pipeline using language models, and a self-hosted document library manager with keyword search and retrieval-augmented generation chat capabilities.
The platform also provides specialized applications such as a pantry tracking tool with barcode and receipt OCR, a gardener assistant for plant and graft management, and a diagnostic intelligence layer for servers and devices, supporting log ingestion and full-text search. Community management and social signal gathering across platforms like Reddit and Lemmy are facilitated by a dedicated tool. Voice annotation is supported through a pipeline that includes an API, tone classifiers, and speaker diarization. There is also an ADHD-focused scheduling app, which is a fork of an existing FOSS project.
Circuit-Forge is delivered as a set of open repositories hosted on a Forgejo instance, indicating a self-hosted deployment model. Several projects are attributed to Circuit Forge LLC.
Circuit-Forge is an Other dev tools product. Providing developers with APIs and microservices for diagnostics, annotation, and data collection across products. It is built as a B2B product for developers. The product ships for API.
Circuit Forge LLC builds and maintains Circuit-Forge, and the product first shipped in 2026. PulseGate's similarity index finds few close equivalents — Circuit-Forge occupies a relatively distinct niche. Key capabilities include Diagnostics API, tone annotation, and voice diarization.
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