SCROLL DOWN
THROUGH THE IRIDESCENT GATE
ORCHESTRATING ATOMS & BITS
DevClawer is an elite engineering studio. We deploy autonomous swarms to build connected hardware, FinTech infrastructure, and high-concurrency software with ruthless efficiency.
$ devclawer fleet run --mission ops-autopilot --guardrails strict
▊_
99.98%
UPTIME
$1.2M
COST SAVED
11mo
FW BATTERY
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.
Hard-coded boundaries. Budgets, PII filtering, and human-in-the-loop approval gates.
Everything lives in Git. Terraform/Ansible topologies that deploy your swarm in seconds.
ROI & TOKEN ECONOMICS
Relying purely on human engineering for brute-force tasks doesn't scale. We model the token cost of your workflow against human hours, revealing the inflection point where autonomous agents dominate.
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.
CASE STUDIES
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
HOW WE ENGAGE
We don't do endless discovery phases. In 4 weeks, we audit your system, map the agent topology, and ship the first production-grade workflow.
WEEK 0–1
Discovery & systems audit
We map your stack, data flows and cost leaks. You get an architecture memo with build / don't-build verdicts — before any code.
WEEK 1–3
Architecture & agent topology
Humans design: agent roles, tool contracts, guardrails, firmware boundaries. Prototypes prove the riskiest assumption first.
WEEK 3–6
Core engineering & testing
We write the distributed systems. Agents handle rote code inside our CI. Every layer is typed, load-tested, and security-gated.
WEEK 6+
Deployment & observability
Launch on your cloud. You receive complete IaC, a production dashboard for token-cost/telemetry, and the keys to the kingdom.
Do you own the IP we build?
No. You own 100% of the code, firmware, and architecture we ship. We build in your repos from day one.
Why humans + autonomous agents?
AI writes code fast, but AI cannot architect systems, negotiate trade-offs, or carry the pager. Agents are tools; our engineers are your partners.
What does an engagement cost?
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
Tell us what you're trying to solve. We'll review your brief and schedule a 30-minute architecture review within 24 hours.