SCROLL DOWN
THROUGH THE IRIDESCENT GATE
SOFTWARE · FIRMWARE · HARDWARE — ONE SENIOR TEAM
DevClawer is the elite studio that orchestrates frontier AI agents — Hermes, OpenClaw, Claude, GLM-5.3, Qwen — under senior human engineering, and ships the result through real CI/CD. Back-office automation, edge-AI hardware, and SaaS that survives contact with scale.
$ devclawer fleet run --mission ops-autopilot --guardrails strict
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SIMULATED LIVE FEED — REAL TOPOLOGY, REAL GUARDRAILS
THE THREE PILLARS
01 / 03
01 — Autonomous Agentic Workflows · 22s
Typed tool contracts, retries, idempotency — agents that can be trusted with write access.
Right model per task via OpenRouter. Flagship for planning, fast & cheap for volume.
Schematic, BSP, OTA, fleet telemetry — one repo, one team, no hand-offs.
Spend caps, approval gates, sealed audit logs. Autonomy with a paper trail.
ROI & TOKEN ECONOMICS
Agent economics only work with ruthless model routing. Drag the sliders — this is the same model we put in proposals, and the baseline we instrument against after launch.
YOUR INPUTS — DRAG
Conservative model: 46 working weeks, human review gates retained. Token spend routed across Claude / GLM-5.3 / Qwen via OpenRouter — right model per task, never flagship-by-default.
Net annual saving
$340,841
gross $357,641 − agent run cost $16,800/yr
21.3× return on agent spend
3,765
Hours reclaimed / yr
2.0
FTE capacity freed
$4.46
Cost / automated hr
Freed hours aren't layoffs in our model — they're roadmap capacity your competitors don't have. We instrument before/after so the number is audited, not asserted.
SELECTED ARCHITECTURE
Representative systems from the last 18 months. Names withheld under NDA — architectures, metrics and post-mortems available on a discovery call.
PILLAR 01 · AGENTIC WORKFLOWS
Series-C fintech · payments
A five-agent fleet (Hermes orchestrator, OpenClaw executors) reconciles Stripe ↔ ledger ↔ bank feeds nightly. Model routing sends classification to Qwen, exceptions to Claude — with a hard human-approval gate above $5k. Audit log is hash-sealed per run.
13.5k hrs/yr
manual recon eliminated
Invoice, claims and onboarding pipelines across 6 ERPs — agents reconcile, humans approve exceptions.
42k devices streaming into a rules + SLM triage layer. Exceptions page humans; silence means healthy.
Double-entry ledger, idempotent payment rails, reconciliation swarm. Passed two external audits.
HOW WE ENGAGE
A fixed operating system for every engagement — whether we're automating your back office or shipping silicon.
We map your stack, data flows and cost leaks. You get an architecture memo with build / don't-build verdicts — before any code.
01Humans design: agent roles, tool contracts, guardrails, firmware boundaries. Prototypes prove the riskiest assumption first.
02Agents accelerate implementation inside strict CI: typed, tested, reviewed by senior engineers. You watch progress in a live staging environment.
03Load tests, HIL rigs, red-team the guardrails, then gradual rollout. We stay on the pager until the metrics say we're done.
04STRAIGHT ANSWERS
Both, with a hard line between them: human architects own system design, data models and security boundaries. Agents (Hermes / OpenClaw fleets routed across Claude, GLM-5.3, Qwen) implement against typed contracts inside CI, and every merge passes senior human review. You always know which is which — it's in the commit history.
Guardrails are architectural, not prompt-based: per-agent spend caps, allow-listed tools, idempotent actions, and human-approval gates for irreversible or high-value operations. The fleet in the terminal above held $48k of invoices for a human — by design, not by luck.
Yes — most engagements embed with an internal team. We integrate with your repos, CI and cloud, and we leave behind runbooks your team can operate without us. No hostage architectures.
Fixed-scope builds typically start at $25k; embedded architecture + agent operations retainers are monthly. Every proposal includes the token/run-cost model, so your CFO sees the full picture before signing.
DISCOVERY INTAKE
One business day, a human architect replies with first-principles feedback: what we'd automate, what we wouldn't, and what it should cost. If we're not the right team, we'll say so and point you onward.
PREFER EMAIL? hello@devclawer.com