Tag: #privacy
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 16 posts
When Traces Become Cost — Retention, Sampling, and Masking in Langfuse
Tracing feels free at low traffic and then comes back as storage cost and a privacy problem. This post splits the points where volume turns into cost into four, confirms from the official documentation that sampling deci
2026-08-14 · 9 min read #observability#langfuse#cost#sampling#data-retentionThe HEIR Homomorphic Encryption Compiler and the Condition Called Cost — When the Comments Supply the Number the Announcement Omits
Google published HEIR, an open source compiler toolchain for homomorphic encryption. The real news here is the compiler, not the cryptography — what has kept homomorphic encryption out of deployment was never the mathema
2026-08-14 · 7 min read #cryptography#privacy#compiler#machine-learning#securityEU Chat Control 1.0: what actually passed, and the client-side scanning question
On 9 July 2026 the European Parliament let a message-scanning regulation pass even though more MEPs in the room voted against it than for it. The label Chat Control hides two very different things: a voluntary derogation
2026-07-11 · 6 min read #privacy#encryption#eu-regulation#client-side-scanning#messagingDigital Privacy — Between Surveillance and Convenience
Every day we enjoy free services in exchange for our data. Weighing surveillance capitalism against government surveillance, and privacy-preserving technology against regulation, we explore the ancient tension between co
2026-06-21 · 26 min read #privacy#surveillance#data-economy#gdpr#ethicsThe Age of Mandatory Age Verification — Is Privacy-Preserving Identity Possible?
Examining the push toward mandatory age verification on social media and the privacy concerns it raises, this post walks through privacy-preserving authentication technologies from a developer perspective: zero-knowledge
2026-06-12 · 14 min read #privacy#identity#zero-knowledge#verifiable-credentials#securityThe Degoogle Experiment — A 2026 Guide to Switching Your Privacy Stack
The viral Gmail exit essay and the surge in DuckDuckGo no-AI search traffic point to big tech fatigue. This guide compares alternatives for search, mail, browsers, photos, and drive, plus self-hosting options, a step-by-
2026-06-12 · 21 min read #privacy#degoogle#email#self-hosting#duckduckgoThe Hands That Build Surveillance — Developer Ethics and Privacy Engineering
From the Larry Ellison remark about constant recording, to the walking tour of surveillance infrastructure in Seattle, to mandatory age verification — the 2026 surveillance debate ultimately plays out in the hands of the
2026-06-12 · 21 min read #privacy#ethics#surveillance#engineering#cultureSynthetic Data Generation 2026 — Gretel · MOSTLY AI · Tonic · Hazy · Synthea · SDV · Mimesis · Faker · Distilabel · Argilla Deep Dive
In 2026, synthetic data is no longer the "fallback when real data is missing." GDPR/HIPAA walls, imbalanced classes, rare cases, and an LLM industry thirsting for trillions of training tokens have promoted synthetic data
2026-05-16 · 26 min read #synthetic-data#gretel#mostly-ai#tonic#hazySecure Messaging in 2026 — Signal / Matrix Element X / SimpleX / Session / Briar / MLS RFC 9420 Deep Dive
In the spring of 2026, secure messaging no longer fits in one sentence. Signal remains the gold standard, now reinforced by Meredith Whittaker after the September 2024 board reshuffle and by PQXDH for post-quantum forwar
2026-05-16 · 29 min read #privacy#messaging#signal#matrix#element-xPrivacy & AI Regulation 2026 — GDPR / EU AI Act (Full Enforcement Aug 2026) / DSA / DMA / PIPA / APPI / NIST AI RMF / ISO 42001 Deep Dive
In May 2026, privacy and AI regulation has split into five camps. The EU has stacked the EU AI Act (effective Aug 2024, prohibitions Feb 2025, full enforcement Aug 2026), DSA, DMA, Data Act, and Cyber Resilience Act on t
2026-05-16 · 26 min read #privacy#ai-regulation#gdpr#eu-ai-act#dsaPrivacy Email Providers 2026 — Proton / Tuta / Mailbox.org / Fastmail / Posteo / Skiff (RIP) / Stalwart Deep Dive
Mapping the privacy email landscape in 2026. ProtonMail (Switzerland, the biggest E2EE), Tuta (Germany, formerly Tutanota — post-quantum pioneer), Mailbox.org (Germany, business-friendly), Fastmail (Australia, not E2EE b
2026-05-16 · 26 min read #email#privacy#proton-mail#tuta#tutanotaDNS Providers & Privacy DNS 2026 — Cloudflare 1.1.1.1, Route 53, Quad9, NextDNS, ControlD, Mullvad, Pi-hole, AdGuard Home Deep Dive
In 2026 DNS is not just name resolution. DoH (RFC 8484), DoT (RFC 7858), and DoQ (RFC 9250) are standard; ODoH hides the client IP; HTTPS/SVCB records (RFC 9460) close the first HTTP/3 handshake without a separate A/AAAA
2026-05-16 · 25 min read #english#dns#cloudflare-dns#route-53#quad9The 2026 Self-Hosting Renaissance — Personal Infra Rebuilt with Tailscale, Coolify, Dokku, and a Homelab
Early in the 2020s, everything moved to the cloud. By 2025-2026, more and more people are dragging computers back under their own desks. Tailscale gave away a working WireGuard mesh VPN for free, and the NAT-traversal ni
2026-05-14 · 25 min read #self-hosting#homelab#tailscale#coolify#dokkuFrontend Monitoring & Error Tracking 2025 — Sentry, Datadog RUM, PostHog, LogRocket, Session Replay, Source Maps, AI Anomaly Detection (S6 E8)
The moment you deploy, every user screen becomes a black box. 2025 Sentry vs Datadog RUM vs PostHog vs LogRocket vs Bugsnag, source-map hygiene, the ethics of session replay, Core Web Vitals integration, AI-powered anoma
2026-04-15 · 7 min read #monitoring#error-tracking#sentry#datadog#posthogFederated Learning Complete Guide: Privacy-Preserving Distributed AI
A complete guide to mastering Federated Learning. Learn how to train distributed models while preserving data privacy, covering FedAvg, FedProx, differential privacy, and the Flower framework with hands-on code.
2026-03-17 · 23 min read #federated-learning#privacy#distributed-training#differential-privacy#aiOn-Device AI 2026: Your Smartphone Becomes a Personal AI Server
On-device AI is the centerpiece of mobile innovation in 2026. With Apple Neural Engines, Snapdragon AI, and Google Tensor optimizations, smartphones now achieve both privacy protection and ultra-low latency while dramati
2026-03-16 · 9 min read #on-device-ai#edge-inference#apple-intelligence#privacy#mobile-ai