Ideas, launches and guides
What we ship in Papr, how to build with it, and what we are learning about AI memory along the way.
Why every teammate gets their own copy of a shared app
Teams have shared data for decades. Building the small software they run on together is new. Here is how we made it simple in Papr Work.
Launch · October 28, 2026Introducing papr-embed: schema-native embeddings, and open-weights embeddings for code retrieval
Today we’re releasing two embedding model series, code-1 with open weights under Apache-2.0:
Insight · October 20, 2026Stop Being the Glue Holding Your GTM Stack Together
A free live webinar on Thursday, Oct 29. Bring one task you never want to do by hand again, and we’ll build a workflow live.
How-to · October 15, 2026I Built a Papr Work App to Manage Childcare for Seattle Kraken Game Nights. It Took One Conversation.
Not every app needs a business case. Some just need to get you to puck drop.
Insight · October 7, 2026LinkedIn Outreach: Spend Your Time on Clients, Not a New Side Project
Papr Work's LinkedIn Outreach app gives small GTM teams a working outreach process on day one, so they can spend their time on prospects and clients instead of building automations
Insight · October 5, 2026The Craft Behind Every Design Decision at Papr
From a folded sheet of paper to an infinity loop, and from 240 pixels to 96: how we design software that works while you're not looking.
Launch · October 2, 2026Papr Work, Redesigned Around the Way You Work
A platform to personalize small software that runs your work, now with a clearer interface, three priorities in view, visible progress, and apps built to share.
News · September 5, 2026GTM Unblocked Is Nearly Full: We Added 12 More Spots.
Join us September 9 at the AWS Builders Loft to turn one repetitive GTM workflow into a working AI app.
How-to · August 25, 2026GTM Unblocked: A Hands-On AI Automation Workshop
Put AI to Work on Your GTM
Launch · August 18, 2026Papr Launches Papr Work to Replace Fragmented GTM Software With AI Apps That Run the Work
Local-first software lets AI-native professionals discover, customize, and create apps that automate repetitive B2B workflows while reducing SaaS and AI costs
Insight · July 1, 2026Stop Building Fake Employees. Automate the Work You Hate.
Everyone is building agents right now, and most of them don’t work.
Insight · June 26, 2026Stop Engineering Context. Engineer the Loop.
The case for designing the outer loop — not just the prompt, not just the context — and a hands-on look at how we built one to tune our own retrieval models.
Insight · June 23, 2026Why RAG Fails Before the Model Gets Involved
Most teams blame the model when an AI agent gives a weak answer.
Insight · March 4, 2026The Trillion-Dollar Architecture Shift: Why AI Agents Need Context Graphs, Not Just Vectors
The case for context graphs + memory policies, and a hands-on guide to building AI agents that actually reason
Insight · January 6, 2026Friday Night Experiment: I Let a Multi-Agent System Decide Our Open-Source Fate. The Result Surprised Me.
The story of how we built a multi-agent reinforcement learning system to answer our most critical strategic question - open-source our predictive memory layer
Launch · December 16, 2025Beyond RAG: Introducing Papr Context Intelligence
Turning memory into reasoning, insights, and analytics for AI agents
Launch · September 2, 2025Introducing Papr Predictive Memory
Everyone is engineering context. We're predicting it.
Launch · March 21, 2025Memory Networks: Building AI That Remembers Like Your Brain
Every relationship is built on shared memories. Yet in our rush to embrace AI, we've forgotten this fundamental truth. We talk to our AI assistants like brilliant but forgetful col