7 industry-first capabilities, all inside VS Code. No context switching, no separate tools.
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Shipped
Live Circuit Execution in AI Chat
Ask QForge to write a circuit — it generates the code and runs it in a sandboxed simulator inline. Probability distributions shown immediately. Physics errors (cancelled gates, uniform distributions, wrong oracles) flagged automatically. Qiskit, Cirq, PennyLane.
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New · 20-Year Product
Quantum Molecular Discovery Engine
Run VQE simulations on real molecular Hamiltonians (H₂, LiH, H₂O, N₂ and 4 more). Ground state energy to chemical accuracy (1.6 mHa). Beyond AI — simulates chemistry from first principles. Binding affinity estimation. Material quantum advantage timeline from silicon to FeMoco.
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Shipped
Quantum Correctness Verifier
Given a circuit and intent ("this implements BV for secret 1011"), QForge formally verifies correctness via Hilbert-Schmidt unitary fidelity |Tr(U†V)|²/d². Not shots — actual matrix comparison. Detects 12 bug types across 10 algorithm classes. No other tool does physics-level intent verification.
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Shipped
Cross-Framework Universal Transpiler
Convert any circuit between Qiskit ↔ Cirq ↔ PennyLane ↔ Q# ↔ OpenQASM 3 with full semantic preservation — not just gate mapping. Hub-and-spoke UIR architecture. Detects and preserves Bell states, GHZ, QFT, Grover diffusion blocks across conversions.
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Shipped
Circuit DNA Fingerprinting
Every circuit you write gets a 4-layer fingerprint (genotype · topology · sequence · phenotype). Immutable registry with zero-knowledge commitment. Prove prior art without revealing your circuit. Blockchain-anchored. Patent-pending. The world's first quantum IP protection system.
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Shipped
Proof-of-Quantum-Work Certification
6 certification tracks graded by real circuit execution — not MCQ. Your circuit must produce the correct quantum state. Personalised parameters per candidate (exam-dump proof). Cryptographic Merkle-root hash in every certificate. $49–$199. No expiry.
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Shipped
Post-Quantum Cryptography Platform
Automated quantum risk audit of your codebase. Find RSA/ECC dependencies before harvest-now-decrypt-later attacks hit. Migration plan to NIST PQC standards (CRYSTALS-Kyber, Dilithium). The only tool bridging quantum simulation and cryptographic compliance.
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Shipped
AI Code Completion + Review
Inline quantum circuit completions as you type. Understands algorithm context — if you're halfway through a Grover circuit, it suggests the diffusion operator next. Code review flags deprecated APIs, wrong oracle types, missing ancilla qubits, and physics-level bugs.
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New · Replaces $200K Consulting
Quantum Advantage Decision Engine
Describe any business problem. Get a rigorous quantum strategy report in seconds: whether quantum provides advantage, which algorithm is optimal, what hardware generation is required, and the exact timeline — backed by complexity theory, not hype. 9 problem categories. 4 hardware generations. 6 investment signals from Invest Now to Defensive Only. McKinsey charges $200K for this. QForge does it automatically.
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Coming Soon
The Future Is Being Built
Quantum computing is approaching its most critical inflection point — and QForge will be at the centre of it. Real quantum hardware integration, fault-tolerant circuit design, quantum-classical hybrid optimisation, and capabilities that don't exist anywhere else yet. What's coming will redefine what's possible. The platform that ships the future — not talks about it.
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