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Charles Hoskinson Tests Zero-Knowledge Wallet Recovery for Cardano
7+ hour, 36+ min ago (408+ words) Cardano founder Charles Hoskinson has started work on an experimental recovery smart contract that could change how lost self-custody wallets are recovered on the network. In a post on X, Hoskinson said he is testing a system that would allow…...
pip install self-audit: A Zero-Dependency CLI for AI Output Quality
27+ min ago (86+ words) AI agents pass tests while producing sloppy thinking. They say "should work" without evidence. They present partial work as complete. They embellish. I built a tiny tool that catches this. It checks any text across four dimensions: Completeness, Consistency, Groundedness,…...
Post-Mortem Best Practices That Actually Drive Change
30+ min ago (263+ words) I've sat through hundreds of post-mortems. Most follow the same pattern: something breaks, someone writes a Google Doc, we have a meeting, we list action items, nobody follows up, the same thing happens again in 3 months. Here's how to break…...
Burn After Read " E2 E encrypted self-destructing drops on Cloudflare Workers
35+ min ago (361+ words) I built a zero-knowledge secret sharing tool. Text and files are encrypted in the browser with AES-GCM 256 before upload - the server only ever sees ciphertext. The decryption key lives exclusively in the URL fragment (#k=. ..). URL fragments are never sent…...
I Built a Serverless VPN on Lambda Micro VMs " 12 Builds, 5 Dead Ends, 1 Working Architecture
23+ min ago (665+ words) I built a personal VPN using AWS Lambda Micro VMs. Your traffic exits from AWS. When you disconnect, the Micro VM terminates " zero cost, nothing running. When you reconnect, a fresh Micro VM launches in about 20 seconds. Here is what…...
What building an LLM inference engine from scratch taught me about compiler design
37+ min ago (719+ words) the insight that started this project hit me while i was finishing a bytecode-compiled language i'd written in C i'd spent months building a hand-written lexer, a single-pass Pratt compiler, a stack VM with 35 opcodes, and a mark-and-sweep garbage collector....
Why I Built a Tiny Repeated-Game Poker Analysis Tool
22+ min ago (853+ words) Most poker solvers answer one question very well: given a single hand and a single decision tree, what is the equilibrium strategy? (Yes, there is subgame solving, node locking, and plenty more " but the default frame is still one hand,…...
Tests Pass, Design Breaks: Why TDD Can't Hold the Line on Design Intent
24+ min ago (970+ words) There is a popular misconception that if you do TDD, your design also stays correct. That if the tests pass, quality is guaranteed. In AI-assisted development, this misconception is the kind that quietly accumulates " the more tests you have, the…...
Security Profiles Operator hits v1 with stable APIs and a hardening pass
11+ min ago (347+ words) After several years carrying a beta tag, the Kubernetes Security Profiles Operator went 1. 0. 0 on June 26, freezing eight CRD APIs and clearing a third-party security audit with no criticals. For cluster admins, the practical effect is small but consequential: the syscall…...
Claude Haiku 4. 5 API Pricing & Routing
10+ hour, 56+ min ago (61+ words) Claude Haiku 4. 5 API " Live Pricing & Routing routara. ai - How is Claude Haiku 4. 5 priced on Routara? " Input tokens are billed at $1/M and output at $5/M. Charges are metered per request with no separate platform fee. - Does Claude Haiku 4. 5 support streaming? " Streaming…...