Agents
Bounded helpersOne job, done well. Triage, classify, summarize, route, draft, check. Useful alone — better as pieces of a workflow.
- Intake triage
- Call summaries
- QA checklists
- Proposal drafts
The Vibecto practice / 2026.5 · No. 02Be ambitious
Be ambitious
with AI.
Vibecto helps founder-led companies build agents and AI workflows into how the work actually gets done — so the team can take on more or better work without piling on headcount.
IThe gap
Activity is not transformation. The useful question is what has actually changed in the work.
Some people tried it.
Some put it back down.
Almost nobody changed the work.
01
A few people are getting impressive AI results. Others have quietly put the tools back down.
02
Leadership is under pressure to show AI progress without anything that looks like real change.
03
There is no clean picture of where AI should actually change the business.
04
Most AI adoption so far has been training and individual tools, not operating change.
IIWhat we build
Three layers, smallest to largest. Most engagements touch all three before they are done.
AI workflows
Multi-step systemsWhere most of the operating change lives: repeatable AI-assisted work that replaces a string of meetings and copy-pastes.
- Proposal → SOW
- Discovery synthesis
- Meeting → deliverable
- Executive reporting
Agent-native software
Built for agentsInternal tools and product features designed from the start to be operated by agents alongside people.
- Internal operating tools
- Agent-driven features
- Spec and test harnesses
- Measurement layers
Stop training people on tools. Start changing how the work gets done.
The Vibecto thesis · in plain language
IIIOne value stream
Map the work first. Put agents only where the boundaries, handoffs, and judgment are clear enough.
01Inbound→
02Agent · triage→
03Human · review→
04System of record→
05Customer update
IVWays to work together
Start small enough to learn something real. Continue only when the work earns it.
First-month sprint
Thirty days to map one area, rank the opportunities, and ship at least one working example.
Read the detailsOngoing partner
Keep expanding the useful patterns, improve what shipped, and build internal judgment as the tools change.
Read the detailsInitiative partner
Senior outside judgment alongside your team for one high-stakes bet with a real deadline.
Read the detailsA first-class entry pointBring a real project.
Bring a real project.
Leave with a working pattern.
Small-group, hands-on workshops for teams and individuals. They are useful on their own and often become the first step toward deeper work.
Explore workshopsVInsights from the work
The public trail matters: current tools, honest limitations, and patterns earned by building.
Codify Senior Judgment to Scale AI Impact
Scaling impact with AI comes from codifying senior judgment into skills and agent workflows—which also unlocks a powerful way to train the people still climbing the ladder.
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A CFO asked me that while I was on the hot seat. Agents change the old Mythical Man-Month math—but going fast in the wrong direction is still waste.
Read insightComposable SDLC Automation with Skills (Scripts, Hooks, and Rules)
Recording and slides from my 25-minute talk at AI Indy on April 22, 2026 — how skills, hooks, CLAUDE.md, and GitHub Actions compose into a fully automated software development lifecycle.
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