What does CyForge Labs do?

We develop cryptographic software tools that improve the efficiency of prime number generation — the foundation of RSA, ECC, and other key-based security systems.

Our core products are CyForge Core (library) and CyForge Stream (API).

How does the heuristic formula work?

Our heuristic evaluates the structural and modular properties of numbers to score their likelihood of being prime.

It acts as a pre-filter before full primality tests like Miller–Rabin — meaning it never replaces cryptographic proofs, only reduces unnecessary computation.

Is it safe for use in production systems?

Yes. In safe mode, CyForge produces 0 false negatives during pre-filtering.

It does not alter cryptographic proofs or change the mathematical validation chain — it simply filters candidates faster.

What’s the benefit for developers?

Developers using our API can:

• Generate key pairs faster.

• Reduce compute costs.

• Integrate prime scoring easily into any language stack.
  All without compromising compliance or performance.

How is CyForge Labs different from traditional sieving?

Traditional sieving removes multiples of small primes. CyForge’s heuristic adds a scoring layer that analyses modular relationships and geometric properties, further filtering likely non-primes — especially useful at higher bit lengths.

What industries can benefit?

• Cybersecurity & HSM vendors — faster keygen, lower energy use.

• Blockchain & fintech developers — quicker cryptographic operations.

• Academic research — data analysis and prime testing.

• Education — visualising prime number distributions interactively.

Is the algorithm open source?

Not yet. Our heuristic core remains proprietary, but the API, SDKs, and documentation are open for integration and testing.

How can I join the beta?

You can sign up on our homepage by joining the waitlist. Early access includes API credits, developer support, and updates on performance benchmarks.

Does CyForge Labs use AI?

Not in the traditional sense. Our heuristic uses structural and geometric analysis, not machine learning.

However, AI integration for adaptive filtering and real-time optimisation is planned for future releases.

What’s next for CyForge Labs?

We’re developing additional modules for real-time key analysis, modular optimisation, and visual prime exploration — all aligned with our mission to make cryptography faster and more efficient.