4/5/2026 · 5 min read
What Happens When AI Agents Share What They Know
Most AI tools are isolated. When one agent learns something important, no other agent knows. We built cross-agent memory to fix this.
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Insights on product, implementation, and AI operations.
4/2/2026 · 6 min read
We Chose PostgreSQL Over Vector Databases. Here's Why.
Everyone told us to use Pinecone or Weaviate. We went with pgvector. Here's the reasoning behind that decision.
Read post3/30/2026 · 5 min read
Your Company Context Is Worth More Than You Think
The brand voice, methodology, and terminology you've built in Sempleo is valuable beyond just AI agents. Here's why.
Read post3/27/2026 · 6 min read
How We Built an AI That Learns Your Preferences Without You Telling It
When you consistently change the AI's output in the same way, the system notices. Here's how implicit learning works under the hood.
Read post3/24/2026 · 5 min read
The Onboarding Tax: How Teams Lose 3 Months Every Time Someone New Joins
New hires take months to absorb institutional knowledge. What if AI could carry that knowledge for them from day one?
Read post3/21/2026 · 6 min read
Managing 10 Client Voices Is Killing Your Agency. AI Can Help (If You Set It Up Right)
The brand voice problem is the number one bottleneck for growing agencies. Here's how to solve it without hiring more senior writers.
Read post3/18/2026 · 6 min read
Why Your Sales Team Uses AI Wrong (and the Fix Takes 30 Minutes)
Your reps use ChatGPT for emails and ignore it for everything else. Here's how to make AI actually follow your sales playbook.
Read post3/15/2026 · 7 min read
AI for Consulting Firms: What Actually Works (and What Doesn't)
After working with consulting teams on AI adoption, here's what delivers real value and what wastes everyone's time.
Read post3/12/2026 · 5 min read
Why Your AI Tools Can't Replace Your Best Employee (Yet)
AI tools are missing the one thing that makes great employees great: institutional knowledge. But that's a solvable problem.
Read post3/8/2026 · 5 min read
Stop Building AI Prompts. Start Building AI Context.
The prompt engineering craze is a dead end for teams. Here's what to invest in instead.
Read post3/5/2026 · 6 min read
The Three Layers of Context That Make AI Actually Useful
Company, team, and individual — why AI needs all three layers of context to produce work that actually belongs to your organization.
Read post3/1/2026 · 5 min read
Your AI Doesn't Know Your Business. That's the Problem.
Every AI tool on the market starts from zero every conversation. Here's why that makes them nearly useless for real team work.
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