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Add blog post: what a pre-built schema saves (tokens, money, CO2) - #135

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FLOWMCP-146-blog-post-token-kosten-oekobilanz-erspar
Jun 22, 2026
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Add blog post: what a pre-built schema saves (tokens, money, CO2)#135
a6b8 merged 1 commit into
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FLOWMCP-146-blog-post-token-kosten-oekobilanz-erspar

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@a6b8 a6b8 commented Jun 22, 2026

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Closes #134.

Public, citable blog post (EN) on the token/cost/CO2 savings of pre-built FlowMCP schemas vs. an agent exploring an API from scratch every time.

Worked example: the 47 Berlin Data-Configurator sources (36 distinct schemas; the OParl fan-out is 1 schema → 11 districts). Anchor scenario: "bad air → where can I get to instead?" (luftdatenberlin + transportrestvbb).

Numbers: all figures come from a deterministic script that reads the Memo-143 measurement data + the live configurator payload — no hand-computed numbers. Modelled values are marked; ecological figures are reported as ranges (model inference energy is undisclosed). Security-check cost verified against real schema files (~3.3k tokens; ~8× cheaper than a full grading).

Tone: frames progressive disclosure / context engineering as a rationalized implementation of a known principle (Anthropic, Chroma, arXiv cited openly) — no novelty claim.

Built locally: astro build green, 177 pages, post rendered and listed on /blog.

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a6b8 merged commit 1cd1578 into main Jun 22, 2026
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a6b8 deleted the FLOWMCP-146-blog-post-token-kosten-oekobilanz-erspar branch June 22, 2026 19:48
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Blog post: what a pre-built schema saves (tokens, money, CO2)

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