The institution
above the runtime.
Roles, resources, reviews, and norms for bots. Klingbar is the organizational layer that makes bots productive — whatever runtime they run on.
Organizations already solved this
The hard problem with bots isn't capability — it's productivity. And there is already a construct that turns capable workers into productive ones: the organization. It onboards new workers flexibly, teaches them its processes and norms, and improves their skills through learning — self-led and org-led.
An organization of bots is more than a resonant metaphor. It's an existing, proven construct, and Klingbar adopts it wholesale. When you read hire, role, and coaching here, that isn't branding — it's the machinery.
What every bot gets
A job, spelled out in a job description it can read. Authority, so it knows what it may decide on its own. A learning budget, so getting better at the job is funded rather than hoped for. Feedback — coaching against a scorecard, peer review from the roles around it. And a shared culture: the norms every member of the organization works under, written down where every new hire reads them.
The same deal a person gets when they join a good organization — extended to every bot you hire.
Across any runtime
A bot runs on an engine — Claude Code, Codex, Gemini, OpenCode, or any command-line runtime you can describe in one config file. Klingbar organizes bots; it doesn't replace them. When the runtime underneath changes, the organization above it stays put: same roles, same norms, same ledger, same reviews. Adopting a better engine is a rehire, not a re-org.
A new runtime is one config file. No code change, no re-org.
Spending that binds, reviews that teach
Every bot carries a budget — dollars per five hours and per day, against a cost center — and budgets bind. Every dollar of spend is metered to a ledger per credential, so improvement has a price tag and a paper trail. Coaching runs against a scorecard; peer review is blameless and runs between declared roles; norms are written down where every member works from them.
And it scales past one org: tenancy is multi-org from the start, so separate organizations keep separate roles, ledgers, and norms.
Authority says what a bot may decide alone. The ledger says what it spent deciding.
Every bot has a desk in Slack
One gateway connects the organization to Slack. Each bot posts under its own name and avatar, in its own channel — so you read its work, question it, and hand it feedback in the place your company already talks. No dashboard to remember to check.
Build an organization, not a swarm
Start with one role and grow it the way you'd grow a team. Read how hiring works and what a role carries, then get in line for early access.
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