KITDEV — SELF-HOSTED AI SYSTEMS
Build the AI you actually run.
Self-hosted agents, sandboxed execution, real integrations — and receipts for every claim. No hosted black boxes, no “trust us” benchmarks.
SELF-HOSTED ONLY · BENGALURU + REMOTE
LAB NOTE — trusted by the run log
every number below is reproducible
HARDWARE
RTX PRO 6000
96GB · self-hosted
THROUGHPUT
316.056
tok/s @ 8 clients · MTP
DEPLOY
935621e
kitdev-landing · shipped today
AUDIT
4 reports
sandbox run · open now
AGENTS / CAPABILITIES
Useful autonomy. Bounded by design.
SANDBOXED EXECUTION
Agents that stay in the cage.
Execution is isolated. Tool access is scoped. Every call leaves an audit trail you can read without asking anyone for a dashboard export.
YOUR BOX / YOUR KEYS
Integrations that don’t leak.
Your APIs, your keys, your infrastructure. We make the plumbing explicit, then make it less annoying to operate.
LOCAL INFERENCE
Serving that you can actually benchmark.
Local LLMs, measured throughput, real budgets. If the setup is slower than the sales deck, we will tell you.
RECEIPT / THROUGHPUT
0.000 tok/s
3U RACK · LOCAL-ONLY · 0 EGRESS
MEASURED, NOT QUOTED
The details have to run, too.
Every number on this page comes from a run we can reproduce. No “up to 10x”. No “in some cases”.
METHOD
A route from idea to evidence.
01
Pick a lane
Choose the agent, integration, or serving problem worth solving first.
02
Sandbox it
Scope the access, run it on your infrastructure, and keep the trail.
03
Ship with receipts
Measure the result so the next decision has something real to stand on.
START A BUILD
Tell it what to build.
Bring the messy system, the blocked rollout, or the benchmark you do not quite believe. We will start with the part that has to work.