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Giving an AI agent PDF tools over MCP, and why it has to inspect before it fills

Giving an AI agent PDF tools over MCP, and why it has to inspect before it fills

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4 min read
Filling a checkbox with pypdf, and the on-state string it never validates

Filling a checkbox with pypdf, and the on-state string it never validates

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4 min read
Packing-slip PDFs from a fulfillment webhook, and the redelivery that duplicates them

Packing-slip PDFs from a fulfillment webhook, and the redelivery that duplicates them

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4 min read
Filling a PDF from a Python Lambda with no dependencies to package

Filling a PDF from a Python Lambda with no dependencies to package

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5 min read
Bulk-filling PDFs from a CSV, and the 429 you shouldn't retry

Bulk-filling PDFs from a CSV, and the 429 you shouldn't retry

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4 min read
Automating PDF fills, merges, and invoices in n8n without a Function node

Automating PDF fills, merges, and invoices in n8n without a Function node

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4 min read
Filling encrypted government PDFs: what actually works, measured

Filling encrypted government PDFs: what actually works, measured

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4 min read
PDFops v0.10: fill a PDF by email, make any PDF fillable

PDFops v0.10: fill a PDF by email, make any PDF fillable

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3 min read
Merging PDFs in a Bun server: page order, quota, and the 429 you'll eventually hit

Merging PDFs in a Bun server: page order, quota, and the 429 you'll eventually hit

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4 min read
Snapshot-testing generated PDFs in CI with a hash instead of a diff

Snapshot-testing generated PDFs in CI with a hash instead of a diff

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3 min read
Migrating off wkhtmltopdf on AWS Lambda

Migrating off wkhtmltopdf on AWS Lambda

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4 min read
Assembling a KYC packet on Deno Deploy

Assembling a KYC packet on Deno Deploy

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5 min read
Fill a PDF form inside a Cloudflare Worker — no Chromium, no Lambda

Fill a PDF form inside a Cloudflare Worker — no Chromium, no Lambda

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4 min read
Fill a PDF in JavaScript — in the browser or via API

Fill a PDF in JavaScript — in the browser or via API

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4 min read
Fill a PDF in Node.js — one fetch, no headless browser

Fill a PDF in Node.js — one fetch, no headless browser

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5 min read
Fill a PDF in Python — one HTTP call, no native deps

Fill a PDF in Python — one HTTP call, no native deps

Comments 1
4 min read
The case for deterministic PDF filling

The case for deterministic PDF filling

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4 min read
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