System Architecture

System Architecture

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Service Layer
Service Layer
Defines an application's boundary with a layer of services that establishes a set of available operations and coordinates the application's response in each operation.
·martinfowler.com·
Service Layer
bcachefs
bcachefs
·bcachefs.org·
bcachefs
Rethinking Search as Code Generation
Rethinking Search as Code Generation
Evolving search from monolithic services to programmable primitives for the era of agent harnesses.
·research.perplexity.ai·
Rethinking Search as Code Generation
Picking A CRC
Picking A CRC
You send a file, but how do you know it arrived intact? In other words, how do you know that it didn’t get cut off, garbled, or changed somehow? Simplistically, you could just add up all the …
·hackaday.com·
Picking A CRC
Feedbackmaxxing
Feedbackmaxxing
You know the TV gameshow Play Your Cards Right? Contestants are shown a sequence – in two rows – of giant playing cards presented face-down. The host turns over the first card. The cont…
·codemanship.wordpress.com·
Feedbackmaxxing
Merkle Tree Certificates
Merkle Tree Certificates
This document describes Merkle Tree certificates, a new form of X.509 certificates which integrate public logging of the certificate, in the style of Certificate Transparency. The integrated design reduces logging overhead in the face of both shorter-lived certificates and large post-quantum signature algorithms, while still achieving comparable security properties to traditional X.509 and Certificate Transparency. Merkle Tree certificates additionally admit an optional signatureless optimization, which decreases the message size by avoiding signatures altogether, at the cost of only applying to up-to-date relying parties and older certificates.
·datatracker.ietf.org·
Merkle Tree Certificates
Keeping the Internet fast and secure- introducing Merkle Tree Certificates
Keeping the Internet fast and secure- introducing Merkle Tree Certificates
Cloudflare is launching an experiment with Chrome to evaluate fast, scalable, and quantum-ready Merkle Tree Certificates, all without degrading performance or changing WebPKI trust relationships.
·blog.cloudflare.com·
Keeping the Internet fast and secure- introducing Merkle Tree Certificates
Email Data Normalization for Automation: Why Reliability Starts Here
Email Data Normalization for Automation: Why Reliability Starts Here
If two copies of the same email can produce two different payloads, trust disappears fast. I walk through the normalization decisions that make inbound email parsing predictable, debuggable, and safe to build on.
·blog.mailwebhook.com·
Email Data Normalization for Automation: Why Reliability Starts Here
Signals, the push-pull based algorithm — Willy Brauner
Signals, the push-pull based algorithm — Willy Brauner
We have been using Signals in production for years via several modern front-end frameworks like Solid, Vue, and others, but few of us are able to explain how they work internally. I wanted to dig into it, especially diving deep into the push-pull based algorithm, the core mechanism behind their reactivity.
·willybrauner.com·
Signals, the push-pull based algorithm — Willy Brauner
Building Effective AI Agents \ Anthropic
Building Effective AI Agents \ Anthropic
Discover how Anthropic approaches the development of reliable AI agents. Learn about our research on agent capabilities, safety considerations, and technical framework for building trustworthy AI.
·anthropic.com·
Building Effective AI Agents \ Anthropic
The Kitchen Sink Resource Record
The Kitchen Sink Resource Record
Periodically people are seized with a desire to put complex, bulky, and/or obscurely structured data into the Domain Name System (DNS). This draft defines a kitchen sink Resource Record that will satisfy this lust by defining a new DNS resource record for the storage of miscellaneous structured information.
·datatracker.ietf.org·
The Kitchen Sink Resource Record
AI Integration in Picos Starts with Events
AI Integration in Picos Starts with Events
Picos already have persistent identity, owned state, and an event-driven architecture—exactly the properties that make a good substrate for AI agents. The integration path starts with a simple webhook and leads somewhere much more interesting: a world where AI works for you, reasoning over data that is stored in your picos rather than on someone else’s platform.
·windley.com·
AI Integration in Picos Starts with Events
Manifold API and Sensor Network: Two New Repos
Manifold API and Sensor Network: Two New Repos
Cleaning up manifold-api as a prerequisite for the spring conversational interface Capstone turned into a complete platform update: Pico Engine 1.0 compatibility, automated bootstrap, centralized notifications, and a Docker-based integration test harness. Once the platform was solid, the old temperature-network had an obvious new home inside Manifold's community framework, so I rewrote it too as an example of how Manifold can be a framework for pico networks.
·windley.com·
Manifold API and Sensor Network: Two New Repos
Emacs SVG Benchmark Reveals Gaming-Caliber Frame Rates
Emacs SVG Benchmark Reveals Gaming-Caliber Frame Rates
Rendering an Emacs status bar as an SVG image, like with my svg-line package (demo), really is several times heavier than the native text engine. The skeptics w...
·chiply.dev·
Emacs SVG Benchmark Reveals Gaming-Caliber Frame Rates
The best CleanShot keyboard shortcuts that will change your life or whatever
The best CleanShot keyboard shortcuts that will change your life or whatever
I wish there was a counter running that told me how many screenshots and screen recordings I've taken over the years, but I'm into the tens of thousands easily. As a passionate Mac screenshotter, here are my keyboard shortcuts for the Mac that I think you should copy
·birchtree.me·
The best CleanShot keyboard shortcuts that will change your life or whatever
Autonomous context graphs get Jedi powers
Autonomous context graphs get Jedi powers
AI context graph startup Jedify has raised $24 million in an A-round to further develop its bringing ...
·blocksandfiles.com·
Autonomous context graphs get Jedi powers