An Interview with Gregory Allen About Anthropic and the U.S. Government

How Intercom 2x’d their engineering velocity in 9 months with Claude Code | Brian Scanlan

• Intercom doubled engineering throughput (merged PRs per R&D employee) in 9 months using Claude Code while maintaining code quality
• Built custom telemetry infrastructure to measure AI adoption and quality impact across hundreds of engineers, plus skills repository with automated enforcement hooks
• Achieved 100% adoption across engineering AND expanded to non-technical roles (designers, PMs, TPMs) shipping code—suggesting AI coding tools democratize development

I built a 3D brain that watches AI agents think in real-time (free & gives your agents memory, shared memory audit trail and decision analysis)

the repo for this is kinda cool - https://github.com/RyjoxTechnologies/Octopoda-OS

• Agent memory persistence is the #1 pain point (38%) for multi-agent systems, followed by debugging complexity (24%)
• Loop detection prevents runaway costs - one case saved $200 in a single afternoon from stuck GPT-4 calls
• Visual observability (3D graph showing agent activity, memory operations, and inter-agent communication) addresses debugging complexity that affects 24% of users

5 Interesting Learnings from Klaviyo at $1.2 Billion in ARR: 32% Growth, 110% NRR, and Somehow Only 4x Revenue

SaaS dead, dying or underpriced? Feels like a stock pickers market with attractive opportunities to me

• Klaviyo trading at 4-5x revenue despite 32% growth, 110% NRR, and profitability—potentially most mispriced public B2B company or signal of 'New Normal' for SaaS valuations
• NRR improved to 110% while scaling to $1.2B ARR by doubling $1M+ ARR customers and growing $50K+ customers 37% YoY—rare upmarket expansion success at scale
• International revenue grew 42% YoY and now represents 33%+ of business, breaking 'Shopify add-on' narrative with regional hubs in Dublin and Singapore