---
variant: listing
kind: claims
url: /claims
title: Claims
description: Atomic structured claims with confidence and evidence.
count: 7
---
# Claims

Atomic structured claims with confidence and evidence.

- **Agent harnesses absorb complexity that would otherwise require separate infrastructure scaffolding such as service meshes or orchestration engines.** ([HTML](/claims/agent-harness-absorbs-complexity); [Markdown](/claims/agent-harness-absorbs-complexity.md); ~90 tokens; 2026-05-10; active)
- **An agent runtime allows a small set of well-written instructions to substitute for what previously required a small platform.** ([HTML](/claims/agent-runtime-substitutes-for-platform); [Markdown](/claims/agent-runtime-substitutes-for-platform.md); ~84 tokens; 2026-05-10; active)
- **Agent-based systems collapse the surface area of complexity: the branching is real but requires no extra system to deploy, monitor, version, or onboard people to.** ([HTML](/claims/agent-systems-collapse-surface-area); [Markdown](/claims/agent-systems-collapse-surface-area.md); ~93 tokens; 2026-05-10; active)
- **Shifting cost from infrastructure to writing well is a favorable trade-off.** ([HTML](/claims/cost-shift-from-infra-to-writing-favorable); [Markdown](/claims/cost-shift-from-infra-to-writing-favorable.md); ~72 tokens; 2026-05-10; active)
- **Decision logic that previously required state machines, config files, DSLs, or feature-flag services can now be expressed as a few paragraphs of natural-language instruction inside an agent harness.** ([HTML](/claims/decision-logic-as-natural-language); [Markdown](/claims/decision-logic-as-natural-language.md); ~102 tokens; 2026-05-10; active)
- **In an agent-based system, the prompt simultaneously serves as the specification and the implementation.** ([HTML](/claims/prompt-is-spec-is-implementation); [Markdown](/claims/prompt-is-spec-is-implementation.md); ~79 tokens; 2026-05-10; active)
- **Radical simplicity means fewer moving parts per unit of capability, not fewer features.** ([HTML](/claims/radical-simplicity-fewer-parts-per-capability); [Markdown](/claims/radical-simplicity-fewer-parts-per-capability.md); ~75 tokens; 2026-05-10; active)