Products · For technical teams and growing businesses
Eight products across three families: infrastructure, growth, and skills. Each one started as a problem we hit in our own work. We built the fix for ourselves first, and because the problem was common, made it available.
Open source where it makes sense. Priced where it doesn't.
AI Infrastructure
For teams running AI in production
Garbage collection for LLM context windows. Keeps the right tokens in context and drops the noise, without degrading reasoning quality. 100% local execution, zero data sent anywhere.
The problem it solves: you're paying for tokens that contribute nothing, and past a certain point they actively hurt output quality.
Watches your agents, detects loops, enforces budgets, and stops bad runs before the invoice arrives. Set the budget once. Stop worrying.
The problem it solves: agentic systems fail silently: loops, retries, spirals. The bill arrives after the damage is done.
Reads your site, answers questions in plain language using only your content, with visible source citations. One script tag, under 5 minutes to set up.
The problem it solves: site search has been broken for 20 years: keyword boxes, dead-end results, no insight into search intent.
Growth & Distribution
For marketing and growth teams
Research, writing, design, scheduling, and publishing, handled end-to-end by specialist agents. Results compound because each cycle feeds back into planning.
The problem it solves: consistent content is marketing's daily work. Most founders can't sustain it.
Watches Reddit and X for user frustration with competitors, delivers switcher-intent alerts and ready-to-send replies. 12,400 posts scanned daily.
The problem it solves: you're watching competitor landing pages, which is stale signal. Real signal is in user complaints on social.
Surfaces high-value posts, scores by potential, drafts replies in your voice. Train your voice once, adapt per platform.
The problem it solves: engagement tools are platform-siloed: separate tools, separate voices, separate costs.
Set your criteria once. NeonWeaver identifies prospects worth reaching, drafts personalised outreach, and follows every lead through to conversion. Quiet, continuous, mostly unattended.
The problem it solves: outbound dies the moment you get busy. Every step is manual work that stops when you stop.
Skills
For teams that need to apply AI, not just understand it
Hands-on simulator with real missions per profession, instant AI feedback, 10 progressive levels. Teams watch training and freeze. PromptSpar fixes that.
The problem it solves: your team has watched the training and still can't write a working prompt.
Why these exist
We don't run a product roadmap in the abstract. Each of these started as a cost problem, a growth problem, or a skills problem in our own work, and we built it because the fix didn't exist. That's the origin story behind each one:
ContextPrune Came out of running an AI agent fleet and watching the context bill eat the margins.
LoopBrake Came out of getting surprised by invoices when agents looped. Built the budget enforcer we needed.
CairaSearch Came out of watching visitors bounce off broken keyword search that couldn't answer a real question.
SocialAxon Came out of needing consistent social output without the daily grind of content creation.
RivalRift Came out of wanting to know what our competitors' users were saying before anyone else did.
ReplyRally Came out of doing our own engagement work and finding the real bottleneck was discovery, not writing.
NeonWeaver Came out of needing outbound that ran without manual feeding. Now available for others.
PromptSpar Came out of training our own team and finding out that watching tutorials doesn't build the skill.
We solved the problem for ourselves first, and because it's a common problem, they're yours too.
More in the pipeline. Subscribe for release notes, or follow @grapine_ai.
Open source
ContextPrune is open source because context management is infrastructure, and infrastructure gets better when more people run it in anger.
See our open source workBuilding with AI
Bring a brief or a problem. The same team that built these can build yours.