Guided tour
We'll assemble an H100 datacenter program, from the hardware profile to an authorized rollout, and stop at each block to say what it does and which line keeps it honest.
Every program declares its apiVersion and pulls in signed, content-addressed modules.
apiVersion "kwam.dev/v0.2"
import "std/faultdomains" as fd digest "sha256:1c0ffee…" # pinned, signed
use fd.h100
let fanout = 8x
let ca = secret://vault/kwam/mtls-ca
The digest pins the module to a specific signed content hash: a swapped module that quietly alters your fault-domain sets cannot pass. let binds reusable values you'll interpolate with ${…}.
The profile sets the interconnect/latency model and the health hooks.
profile h100_dc {
hardware "h100"
interconnect "nvlink+ib"
health [dcgm, nvml] # telemetry only, not kernel-level
fanout ${fanout}
cache_size 512mb # profile-scaled, off-heap, reclaimable
}
KWAM reads DCGM/NVML/NCCL telemetry and drives drain/cordon and checkpoint/restart. It does not run inside CUDA kernels. Switch hardware to "tpu" or "trainium" and the rest of the program is portable.
Who may do what — and the floor nobody may drop below.
policy trust_root {
ca ${ca}
sandbox_floor gvisor # client.sandbox may not request weaker
grants {
"spiffe://kwam/acme/cl-7/*/*/*/seed" {
caps [discover, replicate, deploy, quarantine]
signed_by "acme-prod" # required signer of consent tokens
discover_scope [10.40.0.0/16] # discover is non-default + scoped
dual_control true # destructive caps need two people
}
}
}
Transport, ports, seeds, plus an optional, narrow tiny-LLM that only re-ranks.
server seed {
identity spiffe://kwam/acme/cl-7/az1/pod0/n0000/seed
transport quic # quic primary, grpc fallback
ports { control … data … metrics … } # mTLS-gated; numbers omitted
seeds [kwam-seed.internal]
trust trust_root # required before any deploy
llm dc_negotiator
}
discovery dc_negotiator {
strategy gossip
fanout ${fanout}
negotiator {
task "next-hop-path" # ONLY job: re-rank enumerated candidates
fallback deterministic # PRIMARY path; the model is off the critical path
# … model id, output schema, token/timeout limits omitted …
}
}
A content-addressed image, a sandbox at or above the floor, and fault-domain spread.
client kwam_node {
image "sha256:9f3a7c…d21" # cid; cosign-verified; no mutable tags
sandbox gvisor # >= policy.sandbox_floor; 'none' illegal
health [dcgm.gpu_health, nvml.xid_errors, nccl.comm_status]
safepoint cooperative # reexec available for security-critical swaps
}
replicate code_and_data {
factor 3
anti_affinity [rack, pdu, spine, az] # no two replicas share a listed domain
# … chunker + repair tunables omitted …
}
The placer guarantees no two replicas share a listed fault domain until domains are exhausted. Content is split into variable-size chunks tuned to keep the dedup index small; the exact chunker and repair tunables are provided to licensees.
The compiler checks these nines against the math you just wrote.
guard sla {
durability 6nines # a DESIGN TARGET, checked vs the math; 11nines would be REJECTED
mttr_restore … # per-bit, INDEPENDENT single-node loss
recovery_time … # fleet, CORRELATED domain loss (honest tail)
integrity sha256 # zero silently-corrupted bits
on_violation quarantine
# … audited MTBF inputs + error budget omitted …
}
Metrics feed the error budget; the deploy is gated on a signed token the server can't forge.
metric integrity_slo { observe silent_corruption_count target 0 window 30d }
deploy rollout_h100 {
server seed
client kwam_node
to h100_pool
strategy canary
waves [1percent, 5percent, 25percent, 50percent, 100percent]
bake 10m
consent {
grant_ref <signed-consent-token> # externally-minted, signed, single-use
scope fleet.h100_pool # MUST be a subset of the token's resource glob
}
}
KWAM is our intellectual property, grounded in Swiss law.
KWAM — its source code, the KWAM language, the JHMM reconstruction orchestrator, the deterministic codec runtime, and all associated AI components — is a proprietary computer program and the sole and exclusive intellectual property of KWAM.CH. As a computer program it is a protected work under the Swiss Federal Act on Copyright and Related Rights (Copyright Act, CopA), and the exclusive rights of use vest in KWAM as employer; it is further protected as a trade secret under the Swiss Federal Act Against Unfair Competition (UCA). KWAM is offered by private licence only. All rights reserved.
CopA (SR 231.1) Art. 2 para. 3 & Art. 17 · UCA (SR 241) Art. 6 · Governed by the laws of Switzerland · Place of jurisdiction: Zürich