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SignalForge
AI that runs software workflows end-to-end (no APIs)
4 followers
AI that runs software workflows end-to-end (no APIs)
4 followers
SignalForge is an AI platform that automates and executes workflows across web and desktop without APIs. It doesn’t just generate — it completes work. From data extraction to comparison, dashboards, Excel outputs, and reports, everything runs end-to-end with built-in reliability. Each workflow is validated through readiness checks, recovery logic, and an evidence gate before it’s considered done.
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Recovery is not the same thing as success.
I stopped flattening runtime recovery into a binary “success” state.
If a replay:
healed selector drift,
switched recovery branches,
revalidated assertions,
and rebuilt proof from secondary signals,
I no longer score it the same way as a deterministic clean replay.
Most systems hide recovery.
I started treating it as first-class execution telemetry.
MAJOR UPDATE: The Local-First Verification Engine is Here!
It’s time to end the era of cloud-dependent black boxes. So, for Vercel Day, I’ve shipped the most requested upgrade to SignalForge: The Local-First Verification Engine.
What’s new?
Local Sovereignty: Your screen, your data, and your logic now stay 100% on your hardware.
Zero-Leak Execution: No more sending sensitive business DNA to the cloud.
Surgical Verification: The system doesn't just "act"; it cross-checks every step against your local logic in real-time.
0% Cloud. 0% Data Leak. 100% Solo Engineering.
SignalForge is no longer just a tool—it's your private, autonomous workforce living in your CPU.
Check the new demo video to see the "Digital Ghost" in action! 💨
A lot of automation tools focus on execution.
We're focused on trust.
SignalForge records operational workflows, hardens them against change, replays them safely, and keeps a history of what actually survived over time.
Recent updates:
✓ Design Partner Mode
✓ Trusted replay tracking
✓ Weekly reuse metrics
✓ Proof-backed exports
✓ Outlook & Excel continuity
✓ Operational playbook memory
Our goal isn't to automate more clicks.
It's to make operational workflows dependable enough to reuse week after week.