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@gfw_report
gfw.report > publications > pets26b > en

CensorLess: Cost-Efficient Censorship Circumvention Through Serverless Cloud Functions

7+ hour, 49+ min ago   (1317+ words) Authors: Dayeon Kang, Jade Sheffey, Mingshi Wu, Pubali Datta, Amir Houmansadr Release Date: Monday, July 20, 2026 In this work, we present CensorLess, a circumvention proxy that leverages the unique benefits of serverless platforms. CensorLess comprises three components: a local proxy that…...

DEV Community
dev.to > shaam_ai > hetzner-free-ai-inference-api-how-to-use-europes-newest-zero-cost-llm-endpoint-in-2026-3p8

Hetzner Free AI Inference API: How to Use Europe's Newest Zero-Cost LLM Endpoint in 2026

2+ hour, 42+ min ago   (1120+ words) Last verified: 2026-08-12 · Free while experimental · No SLA · EU data centers · OpenAI-compatible · Rate limits: 3M input / 60K output tokens per 60 seconds Volatile facts: Pricing, models, and limits may change once the experiment ends. Hetzner has not published future token prices. Always re-check the…...

DEV Community
dev.to > maycondev07 > my-journey-into-tech-from-traffic-manager-to-future-developer-2g3

My journey into tech: from traffic manager to future developer

3+ hour, 36+ min ago   (22+ words) Hey, dev.to! 👋 I'm Maycon, a Systems Analysis and Development student at UNICID, currently making a... Tagged with career, learning, python....

Medium
medium.com > @kuriankevin.dev > vector-store-how-similarity-becomes-something-you-can-actually-search-37462b643553

Vector Store: How Similarity Becomes Something You Can Actually Search

29+ min ago   (290+ words) A beginner’s guide to how vector stores make embeddings searchable while preserving their connection to the passages and …...

Medium
medium.com > @nuthalapativarun > the-15-frontier-run-what-happens-when-you-scale-the-harness-instead-of-the-model-bd565369fae1

The $15 Frontier Run: What Happens When You Scale the Harness Instead of the Model

1+ hour, 19+ min ago   (569+ words) There’s a quiet assumption baked into most agent tooling: if the agent fails a long task, the model wasn’t good …...

DEV Community
dev.to > rulestack > the-reply-length-check-existed-for-three-weeks-the-batch-a-human-flagged-never-touched-it-3479

The reply-length check existed for three weeks. The batch a human flagged never touched it: guarding the wrong path

6+ hour, 25+ min ago   (339+ words) On 2026-09-05 the owner of our shop looked at three replies the agent was about to send and asked a... Tagged with ai, programming, devtools, claude....

DEV Community
dev.to > jadeydi > how-to-bulk-download-images-from-url-lists-to-a-zip-file-3fph

How to Bulk Download Images: From URL Lists to a ZIP File

7+ hour, 7+ min ago   (1250+ words) The most useful starting point is a list of direct image URLs. Once you have that list, you can download the files together with a browser tool or a small command-line workflow. This tutorial covers both approaches, plus a JavaScript…...

DEV Community
dev.to > aurelionakamura > i-built-a-redos-scanner-that-proves-each-bug-offline-and-hands-you-a-verified-fix-3a5e

I built a ReDoS scanner that proves each bug offline — and hands you a verified fix

11+ hour, 11+ min ago   (442+ words) A regular-expression denial-of-service bug is a regex whose backtracking engine can be pushed into super-linear (often exponential) time by a short, hand-crafted input. The textbook shape is a quantifier inside a quantifier: The scary part is that these patterns look…...

DEV Community
dev.to > pooyagolchian > the-200-result-ceiling-that-forced-a-tiled-crawler-1o92

The 200-result ceiling that forced a tiled crawler

12+ hour, 42+ min ago   (1710+ words) One Google Maps query stops at roughly 200 results. Every other decision in this pipeline falls out of that single number. I live in Dubai. Google Maps knows every plumber, nursery and blood-test lab in the city. No tool lets me…...

Medium
medium.com > @umeshcapg > the-database-connection-pool-was-configured-with-50-connections-so-why-did-the-20th-request-time-e559f67397cb

The database connection pool was configured with 50 connections, so why did the 20th request time…

9+ hour, 20+ min ago   (30+ words) The database connection pool was configured with 50 connections, so why did the 20th request time out? Understanding how parallel database queries inside a single HTTP request can exhaust your …...