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Developer-Focused • Supply Chain Security

REFLEX: Developer-First Defense for the AI Age

Learn how to spot, stop, and survive modern software supply chain attacks—from AI-poisoned models to Shai-Hulud-style worms. Build security as muscle memory, not a checklist.

Start Learning REFLEX Bring REFLEX to Your Team
~90%
of app code is dependencies
Days → Hours
AI speeds exploit cycles
Dev First
Attackers target you
Why REFLEX?

Because attackers innovate faster than policies. REFLEX trains developers to think like adversaries and design like defenders—across code, pipelines, packages, and models.

The Supply Chain Is Under Attack

Packages

Malicious & hijacked packages

Typosquats, dependency confusion, maintainer takeovers, and CI secrets leaks all route through your build.

Models

AI-poisoned artifacts

Backdoored models, adversarial inputs, and prompt-aware exfil paths slip past traditional SCA and scanners.

Pipelines

CI/CD as the blast radius

Unsigned artifacts, weak verification, and implicit trust chains turn “merge” into “mayday”.

What is REFLEX?

REFLEX is a practical framework that embeds defensive habits into daily development. It’s built by developers, for developers—no hand-waving, just skills you can ship.

Reconnaissance

Study attacker playbooks: how they scout repos, probes, and your dev tooling.

Evaluate

Map your code, deps, and pipelines to known attack paths. Prioritize by impact.

Fortify

Lock down builds: signing, policies, provenance, secrets hygiene, least privilege.

Limit

Design for failure: kill-switches, blast-radius control, and compartmentalized data.

Expose

Make attacks obvious: SBOM diffs, anomaly alerts, e2e verification, tamper signals.

eXercise

Run live drills: dev-first incident practice, red/blue reps, and rapid remediation.

Why Now: The AI & Worm Era

Attackers have copilots too

AI collapses discovery time: package names, maintainer patterns, leaked tokens, and weak links in your pipeline are enumerated in minutes—not weeks.

REFLEX response: defenses that scale with automation—policy-as-code, signed provenance, and runtime detection where it counts.

The “Shai-Hulud” pattern

Worm-like campaigns quietly burrow through transitive deps and trust boundaries. By the time you see the sand ripple, it’s inside your sand-box.

REFLEX response: choke points, supply-chain tripwires, and rehearsed containment.

Learn by Doing

Developer Workshops

Hands-on labs for Java, JavaScript/TypeScript, and Python. Build, break, fix—then automate the defense.

Team Programs

Custom drills mapped to your stack: CI/CD, artifact registries, model pipelines, and runtime environments.

Executive Briefings

Risk-to-engineering translation: where to invest, what to measure, and how to govern without slowing delivery.

Ready to build your defenses?

Kick off with a discovery call or book a live workshop. Your supply chain won’t secure itself.

Book a Workshop Talk to a Human

FAQ

Is REFLEX only for security teams?

No. REFLEX is designed for developers first, then DevOps/SRE, then security. The goal: secure muscle memory in daily workflows.

Do you cover AI and model supply chains?

Yes. From dataset integrity and model provenance to inference-time threats and exfil controls—end-to-end.

Can you tailor to our stack?

Absolutely. We adapt labs to your languages, build tools, registries, and cloud targets.

Contact

Bring REFLEX to your team

Email: contact@reflexframework.com

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