Everything we're learning, in one place.
Proof from client work, essays on how we build, and a weekly read on the AI tooling our engineers use every day.
Proof, not claims.
How our engineers ship AI infrastructure, reshape how teams work, and turn experimentation into outcomes.
90% Lower Pipeline Cost, Sub-10 ms Queries: Moving Aithon's Data Layer Off Databricks
Rebuilding Aithon's Context360 data layer on dbt and Postgres made it faster, about 90% cheaper to run, and physically isolated per customer.
Read the case study 2.7× Test coverage30% to 80%: The Testing Overhaul That Changed How Galileo Ships
How an embedded team reshaped how an entire engineering organization thinks about quality.
Read the case studyEversynced AI Weekly.
A weekly briefing on what changed in AI engineering last week, and what it means for the teams shipping with it.
Eversynced AI Weekly - October 26, 2026
This week's briefing covers PHP2Shell, two critical PHP bugs found with AI help, and why updating is the only safe fix. We also cover seven Claude Code releases, Agent Skills joining the AAIF, the LiteLLM supply-chain attack that started with a key nobody revoked, and three announced releases that aren't available yet.
Read this issueEversynced AI Weekly - October 19, 2026
This week's briefing covers Gemini 4 Argon reaching general availability and explains why you should budget for its December price. We also cover five Claude Code releases, GitHub Actions workflow lockfiles, two open-weight frontier models with very different licenses, and what Anthropic's Scion post says about CI at agent scale.
Read this issueField notes.
Essays on AI-native engineering, nearshore team-building, and what we're learning shipping inside our clients' teams.
Introducing Pheebs
Usage dashboards show who uses AI, not how well. Pheebs is our open-source telemetry tool that shows how engineers actually work with AI coding agents.
Read articleUnpacked: Building an MCP Server on the 2026-07-28 spec
The new MCP stateless spec is here, and yes, there are breaking changes. Most of the coverage has been about migration costs for existing servers, but before you hold off on building, remember this: starting fresh is a completely different story.
Read articleScale up your team today
Build momentum without the hiring headaches. Add high-caliber product engineers who integrate seamlessly into your team and start delivering fast.
