1000 results for “The_Colbobs”
The narrative battle over France’s unrest | Protests
Student protests, police violence and French media obsessed with ‘barbarians’. What began as protests over education has rapidly…
#France #FR #Europe #EU #Protests #ShowTypes #tvshows
https://www.europesays.com/france/99657/
The H. P. Lovecraft credit is for just the Necronomicon, the elder god stuff, and the Charles Dexter Ward name. Nothing in the plot.
But the third name on the writing credits was one I recognized, Charles Beaumont, who had quite the career as a writer.
The Insider World
https://m.youtube.com/watch?v=xAvCIpvhXv0
Finally lining up those dates in my calendar again. I live for the risky activism and campaigning work. Life holds little meaning for me without them. I was born for this shit and they're the only things that make my blood rush and truly make me feel alive.
Talking the talk is too easy for me. It's walking the walk that takes the courage, commitment and dedication.
The Battle of #Agincourt was fought OTD in 1415. Henry V of England captured Rouen in 1419, but he never captured Château Gaillard. https://cromwell-intl.com/travel/france/seine-river-art-history-monet/chateau-gaillard.html?s=mb #history #StCrispinsday
The Virginia-class fast attack #submarine #USSNorthDakota, #SSN784, was commissioned OTD in 2014 https://toilet-guru.com/submarine.html?s=mb #Navy #history
The Hunter’s Moon tonight.
October’s full moon is also known by other Indigenous names like Moon of White Frost on Grass (Algonquin), Moon of the Wildcat (Choctaw), Big Chestnut Moon (Creek), Moon When the Wind Shakes Off Leaves (Lakota), Harvest Moon (Cherokee), and Moon When the Birds Fly South (Cree). Autumn is in full swing.
#photography #astrophotography #atronomy #moon #fullmoon #huntersmoon
The Government™ has made an ad about all the protests happening around the world, and it’s surprisingly honest and informative. 🌍https://youtube.com/shorts/liFwE-PTqno?si=-8vIYSeWmZQF30eo
@thejuicemedia #thejuicemedia #commentary #satire #parody #comedy #governmentalcorruption #allpowertothepeople #nopowertothepigs #protest #demonstration #humanrights #epsteinclass #trumpsteinclass #pedoprotectors #crime #corrupt #corruption #news #usnews #worldnews #policy #politics #uspol #uspolitics #history #ushistory #worldhistory
The Popular Chicken Restaurant That Sells Fan-Favorite Burgers https://www.diningandcooking.com/restaurants/45367/ #Restaurant #Restaurants
The Foundations Of Chemical Kinetics by E. N. Yeremin
This textbook has emerged from the lectures on chemical kinetics given by the author for more than 15 years to chemistry students at Moscow State University as part of a general course in physical chemistry. Much space in the book is devoted to the fundamental concepts, and therefore it may serve as an elementary textbook. On the other hand, the book provides a more detailed treatment of some theoretical problems…
http://mirtitles.org/2026/10/26/the-foundations-of-chemical-kinetics-by-e-n-yeremin/
The short-story collection "Laika's Ghost" by @KarlSchroeder was a terrific read!
There are so many ideas raised that I would like to explore further:
https://books.friesenpress.com/store/title/119734000536291095
In Japan, the must-see attractions aren't just temples and landmarks. They're convenience stores, high-tech toilets and trains. But as everyday Japan draws crowds, pressure on local communities and businesses grows. https://www.japantimes.co.jp/life/2026/10/26/travel/everyday-tourism-famima-konbini/?utm_medium=Social&utm_source=mastodon #life #travel #tourism #familymart #conveniencestores #thetokyotoilet
The Battle of Leyte Gulf, the largest naval battle of World War II and probably all time, reached its climax OTD in 1944 https://cromwell-intl.com/travel/japan/wwii-cryptanalysis/?s=mb #history
To treat autism in India, this chain has to rely on American patients
Mom’s Belief couldn’t grow fast enough on its Indian therapy centres alone. How it got around that shows why care for neurodevelopmental disorders is so hard to scale
Read in this week's Make India Competitive Again: https://the-ken.com/?post_type=mica_newsletter&p=1768409
The Texans struggle defensively again in 27-21 overtime loss to Giants
HOUSTON (AP) — This year’s Houston Texans defense looks nothing like last year’s unit that was the NFL’s best. Missed tackles, wide-open receivers and big play after big play led to a 27-21 overtime loss to the New York Giants on Sunday that dropped Houston to 2-5. Coach DeMeco Ryans is tired of people bringing [...]
https://www.kxan.com/sports/the-texans-struggle-defensively-again-in-27-21-overtime-loss-to-giants/
The New School Of Athens
The Olive Garden Of Earthly Delights
The replacement battery for my Kindle Voyage comes in surprisingly dainty packaging.
The Problem With "Free" Online PDF Converters
If you have ever used a standard online PDF compressor, converter, or merger, you have almost certainly uploaded your documents to a third-party server. In many cases, that is an unacceptable risk. Typical PDF payloads contain sensitive data:
Executed contracts and legal agreements
Patient medical records and diagnoses
Banking, tax, and financial statements
Proprietary internal company documentation
When uploaded, that data travels across external networks, lands on third-party file systems (often indefinitely), and is processed by infrastructure you cannot audit.
We set out to build a different model: a document processing suite where files never leave the user device. Here is the technical stack and architecture that makes client-side PDF execution possible.
Architecture Overview
┌─────────────────────────────────────────────┐
│ Browser │
│ │
│ ┌──────────┐ ┌──────────────────────┐ │
│ │ File API │───▶│ WebAssembly Module │ │
│ └──────────┘ │ (pdf-lib / PDF.js / │ │
│ │ custom WASM binary) │ │
│ ┌──────────┐ └──────────┬───────────┘ │
│ │ Canvas │◀──────────────┘ │
│ │ Blob │ │
│ │ URL │ │
│ └──────────┘ │
└─────────────────────────────────────────────┘
↕ Zero network requests for file data
All heavy tasks execute inside dedicated Web Workers to ensure the main UI thread stays at a fluid 60 FPS. Once processing finishes, the output is converted into an in-memory Blob URL and handed directly to the user for immediate download. Not a single byte of file content is sent over the wire.
Core Stack
Layer Technology
PDF parsing & manipulation pdf-lib + PDF.js
Computation offloading Dedicated Web Workers
Image compression (WASM) @jsquash/mozjpeg + @jsquash/webp
Application framework Next.js (App Router)
State management React useReducer + useRef
Step 1: Reading PDFs with the HTML5 File API
The first milestone is reading document bytes into local browser memory without triggering network activity:
javascript
// Local memory read — zero network interaction
async function readPDFFile(file) {
return new Promise((resolve, reject) => {
const reader = new FileReader();
reader.onload = (e) => resolve(e.target.result); // ArrayBuffer
reader.onerror = reject;
reader.readAsArrayBuffer(file);
});
}
// Event handler
const input = document.getElementById('file-input');
input.addEventListener('change', async (e) => {
const file = e.target.files[0];
const buffer = await readPDFFile(file);
// buffer is an ArrayBuffer allocated strictly in local client memory
processPDF(buffer);
});
Using FileReader.readAsArrayBuffer() provides raw byte access inside JavaScript memory. From this point forward, every operation operates strictly as local computation.
Step 2: Document Manipulation via pdf-lib
pdf-lib is a standalone JavaScript library that runs natively in the browser without any Node.js runtime or server dependencies. Here is how document merging is implemented client-side:
javascript
import { PDFDocument } from 'pdf-lib';
async function mergePDFs(arrayBuffers) {
// Initialize a new empty PDF document
const mergedPdf = await PDFDocument.create();
for (const buffer of arrayBuffers) {
// Load each PDF from ArrayBuffer in memory
const sourcePdf = await PDFDocument.load(buffer);
// Copy all pages into the merged target document
const pages = await mergedPdf.copyPages(
sourcePdf,
sourcePdf.getPageIndices()
);
pages.forEach((page) => mergedPdf.addPage(page));
}
// Serialize to Uint8Array within client memory
const mergedBytes = await mergedPdf.save();
// Create an instant download URL without remote servers
return URL.createObjectURL(
new Blob([mergedBytes], { type: 'application/pdf' })
);
}
This entire merge cycle runs synchronously in memory without a single outbound network packet.
Step 3: Offloading Computation to Web Workers
PDF serialization and parsing can easily freeze the main JavaScript thread on documents with hundreds of pages. We isolate all computation inside a background Web Worker:
javascript
// worker.js
import { PDFDocument } from 'pdf-lib';
self.onmessage = async ({ data }) => {
const { type, payload } = data;
try {
switch (type) {
case 'COMPRESS': {
const result = await compressPDF(payload.buffer, payload.quality);
// Transfer the ArrayBuffer back (zero-copy memory transfer)
self.postMessage({ success: true, buffer: result }, [result]);
break;
}
case 'MERGE': {
const result = await mergePDFs(payload.buffers);
self.postMessage({ success: true, buffer: result }, [result]);
break;
}
}
} catch (err) {
self.postMessage({ success: false, error: err.message });
}
};
javascript
// main thread
const worker = new Worker(new URL('./worker.js', import.meta.url));
function processPDFInWorker(buffer) {
return new Promise((resolve, reject) => {
worker.postMessage(
{ type: 'COMPRESS', payload: { buffer, quality: 0.8 } },
[buffer] // Transferable object: passes pointer without memory duplication
);
worker.onmessage = ({ data }) => {
if (data.success) resolve(data.buffer);
else reject(new Error(data.error));
};
});
}
By specifying [buffer] in the transfer list, ownership of the memory block is transferred instantly to the worker thread without invoking expensive structured clone copying.
Step 4: PDF Compression with WebAssembly Codecs
File sizes in scanned or multi-page documents are predominantly caused by embedded raster images. Effective compression requires:
Rendering each PDF page to an offscreen canvas
Re-encoding the canvas pixels using WebAssembly-compiled image encoders
Re-assembling the PDF with re-quantized image streams
javascript
import { getDocument } from 'pdfjs-dist';
import * as mozjpeg from '@jsquash/mozjpeg';
async function compressPDFImages(buffer, quality = 0.75) {
const pdfDoc = await getDocument({ data: buffer }).promise;
const newPdf = await PDFDocument.create();
for (let i = 1; i <= pdfDoc.numPages; i++) {
const page = await pdfDoc.getPage(i);
const viewport = page.getViewport({ scale: 1.5 }); // Target 144 DPI
// Render to OffscreenCanvas without needing DOM bindings
const canvas = new OffscreenCanvas(
viewport.width,
viewport.height
);
const ctx = canvas.getContext('2d');
await page.render({ canvasContext: ctx, viewport }).promise;
// Extract raw image data
const imageData = ctx.getImageData(0, 0, canvas.width, canvas.height);
// Encode via MozJPEG WebAssembly
const compressedBytes = await mozjpeg.encode(imageData, { quality: quality * 100 });
// Embed back into destination document
const jpgImage = await newPdf.embedJpg(compressedBytes);
const newPage = newPdf.addPage([viewport.width, viewport.height]);
newPage.drawImage(jpgImage, {
x: 0, y: 0,
width: viewport.width,
height: viewport.height,
});
}
return await newPdf.save();
}
Why MozJPEG over Native Canvas Encoders?
Browser native canvas toBlob() implementations prioritize encoding speed over file size compression. MozJPEG compiled to WebAssembly consistently produces 30% to 50% smaller image files at equivalent perceptual quality metrics (SSIM and PSNR). The gzipped WASM module weighs only around 200 KB and runs near native execution speeds.
Performance Benchmarks
Benchmark performed on a 10-page scanned color document (original payload: 8.2 MB):
Processing Method Output Size Visual Fidelity Duration
Native canvas.toBlob() (quality 0.8) 4.1 MB Good 1.2s
MozJPEG WASM (quality 75) 2.3 MB Sharp 1.8s
MozJPEG WASM (quality 60) 1.4 MB Acceptable 1.8s
Server-side Ghostscript engine 1.1 MB Good ~3s + upload transit
The client-side WASM pipeline approaches within 30% of server-side Ghostscript performance while completely eradicating upload latency and security risks.
Step 5: Memory Management and Streaming
When loading a 50 MB document, naïve implementations can easily inflate memory usage to over 200 MB due to multiple concurrent representations (ArrayBuffer, parsed AST, canvas pixel arrays).
To prevent tab crashes on memory-constrained devices:
javascript
// Stream processing: parse and clean page-by-page
async function* streamPages(buffer) {
const pdfDoc = await getDocument({ data: buffer }).promise;
for (let i = 1; i <= pdfDoc.numPages; i++) {
const page = await pdfDoc.getPage(i);
yield page;
// Explicitly evict page cache from PDF.js internal store
page.cleanup();
}
}
// Bounded heap iteration
for await (const page of streamPages(buffer)) {
await processPage(page);
}
For files exceeding 100 MB, the application advises splitting the document before applying compression or conversions — a pattern supported directly in KAOpdf Split PDF.
Handling Edge Cases
Password-Protected Documents
javascript
async function loadProtectedPDF(buffer, password) {
try {
return await PDFDocument.load(buffer, {
password,
ignoreEncryption: false
});
} catch (err) {
if (err.message.includes('password')) {
throw new Error('Incorrect password entered.');
}
if (err.message.includes('encrypted')) {
throw new Error('Unsupported encryption standard (256-bit AES).');
}
throw err;
}
}
Corrupted or Non-Standard PDF Streams
PDF.js is significantly more tolerant of damaged cross-reference tables than strict parsers. When structural modification fails in pdf-lib, we fall back to PDF.js rendering:
javascript
async function robustLoad(buffer) {
try {
return await PDFDocument.load(buffer);
} catch {
// Fallback: render damaged pages via PDF.js and reconstruct
const pdfJsDoc = await getDocument({
data: buffer,
stopAtErrors: false
}).promise;
return rebuildFromRenderedPages(pdfJsDoc);
}
}
Security Model and HTTP Headers
Moving processing to the client eliminates data breach vectors on the backend, but requires strict client-side browser controls.
Security Guarantees
Zero server breach exposure for uploaded files
Immunity to man-in-the-middle transmission interception
Zero regulatory storage liability (GDPR, HIPAA compliance by design)
Client Configuration Requirements
To enable high-performance multithreaded WASM and SharedArrayBuffer, modern browsers mandate Cross-Origin Isolation headers:
javascript
// next.config.js — Cross-Origin Isolation headers
const nextConfig = {
async headers() {
return [
{
source: '/(.*)',
headers: [
{ key: 'Cross-Origin-Opener-Policy', value: 'same-origin' },
{ key: 'Cross-Origin-Embedder-Policy', value: 'require-corp' },
],
},
];
},
};
Production Implementation at KAOpdf
This architecture is currently running live in production across more than 35 web-based tools on KAOpdf:
Compress PDF — MozJPEG WebAssembly quantization
Merge PDF — In-memory page aggregation
Split PDF — Client-side page extraction
OCR PDF — Offline Tesseract.js WASM character recognition
AI PDF Summarizer — On-device WebGPU model execution
Across all tools, the fundamental contract remains unchanged: zero file uploads, zero remote storage, and complete user privacy.
Engineering Takeaways
1.pdf-lib for structure, PDF.js for rendering: pdf-lib handles fast document generation, while PDF.js is the most resilient parser for non-standard PDFs.
2.Transferables are mandatory: Always pass ArrayBuffers in worker transfer lists to prevent costly memory duplication.
Resources and Documentation
pdf-lib Documentation
pdfjs-dist on npm
@jsquash/mozjpeg on npm
KAOpdf Live Tools
If you are experimenting with client-side document processing or running into WebAssembly memory bottlenecks, feel free to share your thoughts or questions in the discussion below.#webassembly #ai #pdf #webdev #software #coding #development #engineering #inclusive #community
How I Built a Privacy-First PDF Processor That Never Uploads Your Files
Ajio wants to course-correct, but Reliance Retail’s shadow looms large
Sandeep Karwa has the experience to fix Ajio, but first he must struggle with a parent company that holds the purse strings
Tune in to today's Daybreak.
Listen on Spotify: https://open.spotify.com/show/2N3NVn7d3z1N2KQiyBNVNQ
Or Apple Podcasts: https://podcasts.apple.com/in/podcast/daybreak/id1658118308
Or YouTube: https://youtube.com/playlist?list=PLGoCQBlsj_-6hUz-RUvp5kTALaA2CUzLX&si=LlCxyj-1JAENs70v
The Tower Records of Babel
The Creation of Adamstown
The Sistine Chapel Hill
The Girl With The Pearl Harbor Earring
