Blog
What we learn while building an AI teammate for engineering teams: proof over demos, policy over prompts, and the occasional argument against process theater.
GitHub, Linear, Jira and OpenAI all turn issues into pull requests now. The loop is free. What your team still doesn't have is the operating model around it: who writes the work, who sets the rules, and who proves the result.
Coding agents grade their own homework. kanman doesn't let them: an acceptance spec is written before the code, must fail before work starts, can't be edited by the agent, and has to pass on a clean checkout before anyone is asked to review.
"Please don't touch the billing module" in a system prompt is not a rule. It's a wish. kanman replaces wishes with a policy: authority levels, presets, budgets with hard stops, decisions that come with a recommendation, and an audit log you can export.
Every industrial revolution has a hype cycle. We're in one now. But while everyone debates AI, some of us are ready to skip ahead and just build things together.
Assistants answer when you ask. A teammate owns work: it takes requirements, follows the team's rules, shows its evidence and is accountable for the result. Your team doesn't need more assistants. It needs one teammate it can trust.
B2B planning suites optimize for reporting, not doing. Here's why tools built for oversight sabotage the people doing the actual work.
Every feature is a potential distraction. kanman's deliberate omissions - no second tracker, no calendar, no dashboards - aren't gaps in a roadmap. They're the point.
Most B2B planning tools serve managers at the expense of makers. Here's how to evaluate tools through the lens of worker agency - and why it matters.
Your manager wants dashboards and velocity charts. You want focus. Here's how to bridge the gap and advocate for calm productivity tools in a metrics-obsessed workplace.
At 11pm after a long day, you don't need a complex interface. You need a tool that stays usable when your brain is tired. Here's how low cognitive load makes software better.
OKRs were meant to align teams. Instead, they often become performance weapons. Here's how to use goal frameworks without letting them suffocate your actual work.
What managers see in dashboards rarely matches what workers experience. Here's why reporting abstractions fail makers - and what to do about it.
Wire Codex into native desktop notifications on Linux, Windows, and WSL with lightweight scripts.
The grind-evaluate-punish cycle of modern work tools creates burnout by design. Here's how to escape and build sustainable work habits instead.
Context switching, rework, and lost focus are the real price of always-on work. Here's what hustle culture actually costs - and how calm tools help you reclaim it.
Replace Sunday night planning dread with a simple five-minute ritual. Open your projects, drag to reprioritize, close and move on. No frameworks required.
Plans are guesses dressed in confidence. While you perfect your roadmap, someone else is shipping. Here's how to prioritize action over planning theater.
The search for the perfect productivity system is itself a form of procrastination. Your workflow doesn't need to be perfect - it needs to be used.
Velocity charts and burndown graphs can make you feel behind even when you're shipping. Here's how vanity metrics distort priorities - and how evidence instead of metrics lets outcomes speak for themselves.