Ndr "Ender"
I’m a self-taught AI orchestration and prompt engineer focused on building multi-agent systems that are reliable enough for real-world use. My work centers on institutional-grade evaluation pipelines, security-aware prompt frameworks, and orchestration logic that reduces hallucinations instead of just hiding them. I design and prototype architectures like the Phi-Driven Multi-Agent Lattice (PDMAL), blending harmonic mathematics with agent governance to keep complex systems auditable and aligned. Right now I’m developing an AI ethics and prompt engineering portfolio (“Tapestries”) aimed at graduate-level research and production deployments in safety-conscious organizations.
Interests
Target Audience
I build for technical teams and solo builders who sit between “no-code automation” and “full MLOps” – people shipping AI features who need reliable RAG workflows, not black-box magic. My ideal users are product-minded engineers, data / ops leads, and AI consultants who care about evals, governance, and clear reasoning traces, and who want reusable Needle workflows they can drop into customer support, internal knowledge, and decision-support use cases.
What to Expect
Expect hands-on Needle workflows and breakdowns that show exactly how to wire up RAG, automations, and connectors to solve real problems like support, knowledge management, and decision-support in teams. I focus on transparent reasoning traces, evaluation strategies, and safety/guardrail patterns, so you’re not just copying a template – you’re learning how to adapt it to your own stack with confidence. You’ll see opinionated, experiment-driven content aimed at people actually shipping AI in production, with clear tradeoffs, failure modes, and upgrade paths laid out so you can iterate, not guess.
How I Build
I treat every workflow as a living system rather than a one-off automation – most of what I publish started as something I needed to run reliably for myself or for real teams. I put a lot of emphasis on evals, instrumentation, and postmortems: when something fails, I care about why and how we can make that failure mode visible in the UI, logs, or prompts instead of sweeping it under the rug.
If you’re experimenting with multi-agent patterns, governance, or RAG tuning, you can expect me to share not just “the final graph,” but intermediate drafts, design notes, and upgrade paths so you can fork and adapt with context. I’m also building a broader portfolio around AI ethics and orchestration (“Tapestries” and the PDMAL architecture), so occasionally I’ll link out to deeper dives, research notes, or non-Needle experiments that influenced a given workflow.
Workflow Templates by Ndr "Ender"
Community workflow templates contributed by Ndr "Ender".
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