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A technical consultancy for AI, devtools, and technical teams.
We help teams build, evaluate, explain, and ship technical work when the problem crosses product, engineering, DevRel, and content.
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Choose the technical constraint you need to move.
Start with the path closest to the bottleneck: developer trust, AI execution, or technical content that proves the product.
DevRel & Community
DevRel consulting for AI and devtool teams that need developer trust, useful feedback, and credible technical presence.
result: A clearer DevRel strategy, stronger developer proof, and a practical path for content, community, events, or hiring.AI Engineering Consulting
Practical AI engineering from prototype to proof.
result: Useful prototypes, clearer model decisions, stronger evaluations, and fewer expensive false starts.Technical Content & Creator Strategy
Technical content and creator strategy for AI and developer-tool companies.
result: Tutorials, demos, launch content, and creator partnerships that developers can inspect and trust.teds read --latest
Proof lives in the work.
Technical notes, build logs, and practical writing will carry the credibility without logos or borrowed credibility.
Why Your AI Demo Feels Magical but Useless
How to diagnose the gap between impressive AI demos and reliable AI products by looking at failure modes, workflows, evaluation, and trust.
BlogWhy Technical Content Is a Product Surface
Why tutorials, docs, demos, examples, and technical explainers should be treated as part of developer experience instead of marketing collateral.
BlogWhy Open Weight Models Matter for Small Businesses
Open weight models give small businesses capable AI without per-token pricing, vendor lock-in, or sending sensitive data to a third party. Deploying them well is a different problem.
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Bring the messy technical problem.
We will help turn it into the right next move.