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System design, microservices vs monoliths, event-driven architectures, DDD, and resilient patterns.
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Latest in Architecture & Patterns
Async LLM Pipelines with Django and Celery: Beyond the Request-Response Cycle
1+ hour, 17+ min ago (486+ words) Most LLM integrations start the same way: a user submits something, a view calls the API, and the response comes back in the same HTTP request. That works until your first timeout. LLM calls routinely take 5–30 seconds. Users don’t wait…...
MCP Gives Agents Tools. Hooks Give Security Control.
3+ hour, 10+ min ago (1476+ words) Ready to move off legacy AppSec? The New Shift Program helps you switch from Checkmarx or Snyk. Find rules written by Semgrep and the community Write and share rules using our online interactive tool Ship faster, without compromising on security....
The silent retry bug killing ASP.NET Core reliability (and how idempotency keys save you)
41+ min ago (384+ words) If you’ve spent any time working with distributed systems in C# and ASP.NET Core, you know the drill: network calls fail, timeouts happen, and services become temporarily unavailable. The standard advice? Use Polly. Add a retry policy. Make it…...
Two things nobody was watching
38+ min ago (331+ words) OpenSpec Workbench's whole pitch is watching an agent while it works. Two small fixes this week are about the product not watching itself closely enough - one where cleanup quietly stopped, one where a number was arriving the whole time and…...
Flatten SF: qué es el ruteo multiobjetivo y cómo funciona
36+ min ago (1579+ words) El ruteo multiobjetivo es una técnica de optimización en grafos que busca, en lugar de una sola ruta mínima, todas las rutas que ningún otro camino supera a la vez en dos o más criterios, por ejemplo distancia y ascenso…...
The agent did exactly what I asked. That was the bug.
50+ min ago (899+ words) I wrote a while back about moving rules out of my instructions file and into hooks, because a rule in prose gets followed most of the time and a rule in a tripwire gets followed every time. I still believe…...
Node.js Feature Flag Rollouts: Stable Bucketing for 10% Notification Releases
1+ hour, 17+ min ago (621+ words) The least complex useful design is one percentage, one documented hash rule, and one SLO guardrail. Do not call a random-number generator on every request. Do not start with an experiment platform if the operational question is merely whether the…...
Introduction to design tokens
1+ hour, 45+ min ago (1554+ words) In this post you’ll read about three things: what a token is, how to put together the token name, and how the names make a tree and not a list. Three lessons, about an hour, before you open any tool....
700 Skills, 0 Governance: The Missing Layer in Agent Skill Stacks
1+ hour, 13+ min ago (273+ words) Today's GitHub Trending surfaced a pattern that's been building for weeks: agent capabilities are stacking up at an accelerating rate, but the governance layer isn't keeping up. Three repos tell the story: The common thread: developers are rapidly packing more…...
111 and 2049: RPC and NFS Endpoints in an Internet-Facing Population
1+ hour, 12+ min ago (872+ words) Services that were never meant to leave the data centre Some protocols exist to make a private network work. Portmapper and NFS are the clearest examples: they assume a trusted network, they historically relied on host-based access control rather than…...