Resources

Field notes from the edge.

Engineering essays, research, and case studies from the BitLabs team.

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AI Research · 12 min

Designing AI agents that can be trusted in production

A field guide to evaluation, guardrails, and governance for enterprise agents.

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AI Research12 min

Designing AI agents that can be trusted in production

A field guide to evaluation, guardrails, and governance for enterprise agents.

May 2026

Engineering8 min

How we cut inference costs by 70% with smart routing

An engineering deep-dive into our model gateway architecture.

Apr 2026

Case Studies10 min

Case Study: Modernizing a 30-year-old ledger

How a global lender migrated to QuantumFlow without downtime.

Apr 2026

Tutorials15 min

Building event-sourced systems in 2026

Patterns, pitfalls, and a reference implementation.

Mar 2026

Insights7 min

The platform engineering maturity model

From CI/CD scripts to a true internal developer platform.

Mar 2026

AI Research9 min

RAG is dead, long live retrieval

Why we moved beyond naive vector search.

Feb 2026

Engineering11 min

Postgres at petabyte scale

Scaling stories from our most demanding customers.

Feb 2026

Insights6 min

Designing for trust in financial UIs

Lessons from shipping the Pulse Fintech Suite.

Jan 2026

Field notes from the edge.

Designing AI agents that can be trusted in production

Articles & Insights Grid

Designing AI agents that can be trusted in production

How we cut inference costs by 70% with smart routing

Case Study: Modernizing a 30-year-old ledger

Building event-sourced systems in 2026

The platform engineering maturity model

RAG is dead, long live retrieval

Postgres at petabyte scale

Designing for trust in financial UIs