Stop AI from
forgetting your
architecture.
I’m onboarding a small group of developers who constantly hit AI context drift. I’d rather work closely with a handful of power users than collect thousands of passive waitlist emails.
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SEAMLESS INTEGRATIONS FOR YOUR ENTIRE STACK
Stop paying the Clipboard Tax.
Developers spend up to 30% of their time just fixing AI context drift and hallucinations. You shouldn't have to repaste 50-line architecture rules into every new prompt.
of dev time wasted
Without Resin
- Agents repeatedly rewrite auth layers
- Forgotten decisions lead to context drift
- Manual copying of database schemas
- Bloated AGENTS.md context files
context drift
With Resin
- Automated local background daemon
- Instant semantic decision lookup
- Minimal task-scoped context injection
- Zero context drift across sessions
Engineered for Context.
A comprehensive toolset that sits transparently between your IDE and your agents.
Decision Timeline
A chronological feed of architectural choices across sessions. See exactly when and why a decision was made.
Code-Aware Memory
Resin understands full code blocks, not just text lines, ensuring perfect context retrieval.
Active Guarddog
Native OS-level alerts fire when an AI hallucinates or violates an architecture rule.
Resin Guarddog
Prevented AI from overwriting Auth rules.
Graph-Hop Retrieval
Achieve hyper-precise retrieval by traversing connected architecture nodes (e.g., automatically connecting #auth to #database).
Your IDE, Context-Aware.
Whether you use Cursor, Claude Code, or plain terminal—Resin injects the exact right context invisibly.
Build a new user profile component that fetches data from the database.
I'll build the profile component. I see we have a Postgres database connected...
[resin] Injected architectural rule: "We use local SQLite with vector extensions for profile data, not Postgres."
Correction: I see from your architectural rules that we are using local SQLite for profile data. I will implement the fetch logic using the `better-sqlite3` adapter as established in `core/db.ts`.
export async function getProfile(id: string) {
return db.prepare('SELECT * FROM users WHERE id = ?').get(id);
}
Stop babysitting your AI.
Leave the prompt-jockeys behind. Secure your Founding Member spot and join the first wave of engineers building with zero-drift, context-aware agents.
The World is Transforming.
Visionary leaders agree AI represents a fundamental architectural shift. The era of context-aware engineering is here.
"This next generation of AI will reshape every software category and every business, including our own. It demands even greater responsibility."
"AI is one of the most profound things we're working on. It is profounder than... fire or electricity."
"The era of generative AI is here. Every company has to realize that the fundamental computer architecture has changed."
"The transition to a world where AI is doing most of the work will require a total rethink of how humans find purpose, income, and structure."
"AI is not a robotic apocalypse; it's a tool for a better future. The true power of AI lies in working alongside us to achieve what neither can do alone."
"Artificial intelligence and generative AI may be the most important technology of any lifetime."
"This next generation of AI will reshape every software category and every business, including our own. It demands even greater responsibility."
"AI is one of the most profound things we're working on. It is profounder than... fire or electricity."
"The era of generative AI is here. Every company has to realize that the fundamental computer architecture has changed."
"The transition to a world where AI is doing most of the work will require a total rethink of how humans find purpose, income, and structure."
"AI is not a robotic apocalypse; it's a tool for a better future. The true power of AI lies in working alongside us to achieve what neither can do alone."
"Artificial intelligence and generative AI may be the most important technology of any lifetime."
"This next generation of AI will reshape every software category and every business, including our own. It demands even greater responsibility."
"AI is one of the most profound things we're working on. It is profounder than... fire or electricity."
"The era of generative AI is here. Every company has to realize that the fundamental computer architecture has changed."
"The transition to a world where AI is doing most of the work will require a total rethink of how humans find purpose, income, and structure."
"AI is not a robotic apocalypse; it's a tool for a better future. The true power of AI lies in working alongside us to achieve what neither can do alone."
"Artificial intelligence and generative AI may be the most important technology of any lifetime."
"This next generation of AI will reshape every software category and every business, including our own. It demands even greater responsibility."
"AI is one of the most profound things we're working on. It is profounder than... fire or electricity."
"The era of generative AI is here. Every company has to realize that the fundamental computer architecture has changed."
"The transition to a world where AI is doing most of the work will require a total rethink of how humans find purpose, income, and structure."
"AI is not a robotic apocalypse; it's a tool for a better future. The true power of AI lies in working alongside us to achieve what neither can do alone."
"Artificial intelligence and generative AI may be the most important technology of any lifetime."
"AI and robots are going to make so much stuff and provide so many services... It's going to produce an age of abundance."
"It is difficult to think of a major industry that AI will not transform. This includes healthcare, education, transportation, retail, and communications."
"Dangerously smart AI does not require any breakthroughs, only more scale because neural-nets already have advantages over humans."
"The hottest new programming language is English."
"There's a new kind of coding I call ‘vibe coding.’"
"I really like the term ‘context engineering’ over ‘prompt engineering.’"
"AI and robots are going to make so much stuff and provide so many services... It's going to produce an age of abundance."
"It is difficult to think of a major industry that AI will not transform. This includes healthcare, education, transportation, retail, and communications."
"Dangerously smart AI does not require any breakthroughs, only more scale because neural-nets already have advantages over humans."
"The hottest new programming language is English."
"There's a new kind of coding I call ‘vibe coding.’"
"I really like the term ‘context engineering’ over ‘prompt engineering.’"
"AI and robots are going to make so much stuff and provide so many services... It's going to produce an age of abundance."
"It is difficult to think of a major industry that AI will not transform. This includes healthcare, education, transportation, retail, and communications."
"Dangerously smart AI does not require any breakthroughs, only more scale because neural-nets already have advantages over humans."
"The hottest new programming language is English."
"There's a new kind of coding I call ‘vibe coding.’"
"I really like the term ‘context engineering’ over ‘prompt engineering.’"
"AI and robots are going to make so much stuff and provide so many services... It's going to produce an age of abundance."
"It is difficult to think of a major industry that AI will not transform. This includes healthcare, education, transportation, retail, and communications."
"Dangerously smart AI does not require any breakthroughs, only more scale because neural-nets already have advantages over humans."
"The hottest new programming language is English."
"There's a new kind of coding I call ‘vibe coding.’"
"I really like the term ‘context engineering’ over ‘prompt engineering.’"