Offerings — AI Coding Adoption
We help you understand where your team sits on that path today, and what it takes to move forward — enabling agentic reasoning over your codebase with precision.
The transition
Vibe coding gets you moving fast — but a developer's intent and what actually gets shipped are only loosely connected. It's like firing twenty rockets and hoping a few land where you meant them to. The AI doesn't understand your codebase deeply enough to reason about consequences, so intent and outcome drift apart.
Agentic engineering closes that gap. When an AI agent reasons over your codebase with precision — its architecture, its history, its constraints — intent and outcome start to line up reliably. That's the substrate we work with here: not time-series, but code.
Vibe coding
Many intents fired. Most miss. The AI can't reason precisely enough about your codebase to land where you meant.
Agentic engineering
Grounded in your codebase, intent now reliably matches goal — agentic reasoning with precision, not guesswork.
Where are you today
Just as with reasoning readiness for time-series data, agentic coding maturity is a path, not a switch. Most engineering teams sit somewhere in the middle — using AI to accelerate typing, but without the codebase grounding that lets an agent reason about consequences before it acts.
What precision looks like
The same discipline behind reasoning readiness for time-series applies here — the substrate is your codebase instead of sensor data. An agent that's actually grounded in your code can answer questions no linter or autocomplete tool can.
Impact analysis
"Which services would this schema change break, and why?"
Intent tracing
"Why does this function exist — what was the original intent behind it?"
Root cause
"Trace this bug to the exact commit and the reasoning that introduced it."
Safe delivery
"Can this refactor ship without violating our existing invariants?"
Engagement
We follow the same entry motion as our reasoning readiness work — an assessment first, then implementation once you know what's needed.
STEP 1
Agentic Coding Readiness Assessment
"Where does your team sit between vibe coding and agentic engineering — and what's in the way?"
STEP 2
Codebase Reasoning Layer
We build the grounding that lets an agent reason over your codebase with precision.
Start with the Agentic Coding Readiness Assessment and find out.
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