reduce your agent costs →

ai won't replace humans

humans own the decisions. agents own execution — inside a harness you control.

$npx @bosun-sh/ohtools create my-tools

npx skills add https://github.com/bosun-sh/skills --skill ohtools

philosophy001

execution → ownership

bosun removes humans from execution loops and elevates them into decision loops. agents execute. engineers define what matters.

engineer time allocation
yesterdaytodayexecuting70%reviewing20%deciding10%defining20%reviewing20%deciding60%
OBS. 01

decision over execution

engineering value shifts from writing code to defining systems. humans make decisions; agents handle execution within those constraints.

OBS. 02

spec as the source of truth

every dev action traces back to a spec. this turns requirements into executable contracts agents can read. no lost context, no hallucinated intent.

OBS. 03

autonomous feedback loops

agents don't need supervision, they need systems. tests, guards, and metrics create a closed loop where execution is continuously evaluated.

0
projects
0→1
spec to ship
agent hours
0%
human intent
how we work002

the harness for autonomy

six stages. one closed loop. scroll to walk the pipeline.

the loop
stage 01spec01spec02assign03strategy04execute05secure06feedback
spec → assign → strategy → execute → secure → feedback
01
spec

capture intent

write specs with kpi and okr. requirements become executable contracts that agents can read and act on.

02
assign

match skills

assign the right agent to the right task. project management meets agentic execution. specialized agents for specialized tools.

03
strategy

establish guardrails

define rules, principles, tech strategy. set the boundaries within which agents operate autonomously.

04
execute

let it fly

run deterministic atomic scripts with integrated tests and linters. give agents tools instead of letting them fumble.

05
secure

stress test

continuous pentesting and cybersecurity scans. adversarial agents probe, attack, report.

06
feedback

iterate

closed-loop feedback. measure what broke, refine the harness, add new rules. the system learns from its own mistakes.

products003

the fleet.

seven products. three layers. the platform and modules ship open-source today — the foundation crew is built on.

platform
$ bosun fleet --platform
P01ohtools
released · oss

typed tool apps with explorable hierarchy, CLI, MCP, and agent-facing metadata.

modules
$ bosun fleet --modules
M01chest
released · oss

metrics harness to measure task completeness and impact.

M02plot
released · oss

spec engineering framework. spec-driven development harness.

M03sounder
released · oss

depth checks. estimate tasks and measure your agents capabilities.

M04logbook
released · oss

ai-facing kanban. task management tailored for agentic collaboration.

teams
$ bosun fleet --teams
T01crew
in development

the flagship. an autonomous agent team that ships product end-to-end inside your harness.

T02raiders
in development

adversarial agent team. continuous pentest and prevention in your harness.

the stack

ohtools and the modules are the foundation. they compound into teams — and crew is where it's all going.

primitivesplatformpackage the loopmodulesship at agent speedteams
early access — 004

join the first wave.

the open-source fleet is live today. crew — autonomous engineering teams — is what we're building next. get early access and ship with us.

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Spec-driven · Agent-powered · Human-commanded