Tyler Roessel Working systems
01 / Systems

AI-enabled workflows for operating constraints.

Source review, CRM memory, approval gates, and handoff loops designed around how people actually run the work.

 02 / Current

Start with the current framework.

The live writing series on agent-native GTM systems, review loops, CRM memory, and operating constraints.

 03 / Skills

Reusable patterns.

Documented skills for signal intake, source review, CRM handoff, founder briefs, and decision review.

 04 / Repos

Selected builds.

Public-safe README samples that show the system shape without exposing private code, credentials, or client data.

05 / Field notes

Start with the current GTM systems series.

These three pieces are the clearest routes into the broader framework: attention, review, ownership, and safe action around revenue systems.

Blue graphite stone fountain where water droplets become workflow data points across stepped levels New / AI operating economics Agent ROI Has To Be Measured At The Workflow Level

AI usage becomes meaningful only when a workflow shows lower cost, better quality, lighter review burden, or a business motion that improved.

 Blue graphite classical stone statue degrading into AI usage fragments across a mountain-backed technical landscape New / Startup operating systems AI Spend Is Becoming The New Startup Burn Layer

A startup can avoid hiring and still become expensive when AI usage, GTM tooling, and review burden become the new burn layer.

 Blue graphite ledger terrain where GTM signal paths leave auditable traces across a layered record surface New / GTM agent architecture The Run Ledger Is Where GTM Agents Become Auditable

A run ledger makes agentic GTM work accountable by preserving context, judgment, policy, review, and outcome.
Open the full writing library

06 / Public proof

Repos and skills as evidence.

Selected public samples show how the writing turns into repeatable workflows, source review, CRM handoff, and decision support.

Selected repos

GTM Infrastructure System Shows the architecture and workflow pattern without exposing private client data, credentials, or internal operating material. Opportunity Discovery System Demonstrates how fragmented public signals become structured inputs for outbound, strategy, and partner prioritization. Client Communications to CRM Shows how communication context can become structured follow-ups, account updates, and safer CRM handoffs.

Selected skills

Signal intake Keeps the first pass focused on what changed, why it matters, and whether it deserves action. Source review Useful for whitepapers, research folders, market scans, and public-safe artifact review. CRM handoff Designed around field ownership, next steps, source context, and review before write.