News
The PRNG draw-tape: eager versus lazy
22+ min ago (295+ words) Munchausen makes one absolute promise: same seed, same data, forever, on any machine. A persona is "generated once," which raises a question that sounds like an implementation detail and is actually part of the contract: once where in the random…...
Stop re-explaining your codebase to every AI agent — `cast-skills`
29+ min ago (295+ words) Every session, the agent forgets: So you re-explain. It rewrites. Context drifts. Tokens burn. Dumping a 40k-token AGENTS.md into every prompt is not a strategy. It’s a tax. I wanted something simpler: write project knowledge once, in a format…...
Best Railway Alternatives for Agencies in 2026: Do Not Put Client Production Work on a Prototype Platform
18+ min ago (1667+ words) Railway can be tempting for agencies. It makes demos easy. It gets a client prototype online quickly. It allows a small team to avoid a lengthy infrastructure conversation before anyone knows whether the project will survive discovery. That is a…...
A Polyglot Feedback Platform: Django, Next.js, and Elixir Working Together
30+ min ago (19+ words) The Problem Restaurants collect feedback through QR codes on tables. Customers scan, fill... Tagged with architecture, django, elixir, nextjs....
Designing a Three Reviewer Consensus Platform for Digital Harm Reporting
30+ min ago (19+ words) The Problem Real411 is a South African platform where citizens report digital harms:... Tagged with architecture, aws, workflow, postgres....
Building a Reusable Chat Infrastructure with DynamoDB Single Table Design
30+ min ago (18+ words) The Context Most applications need chat at some point. Customer support, collaboration... Tagged with aws, dynamodb, architecture, svelte....
Building a LINE First Fitness Agent with AI Cost Gates
30+ min ago (20+ words) The Problem Fitness tracking apps have the same engagement problem as budgeting apps. You... Tagged with architecture, django, line, ai....
"CSPM, CWPP e CNAPP: o que cada sigla protege na sua nuvem e como se relacionam"
49+ min ago (368+ words) Este artigo explica o que cada sigla significa, para que serve, como usar na prática e como elas se encaixam quando combinadas. Repare que CSPM e CWPP olham para dois lados diferentes do mesmo ambiente — um olha a configuração ao…...
Building a Multi Platform AI Budget Coach
30+ min ago (20+ words) The Problem Budgeting apps have a discovery problem. You download one, enter your expenses... Tagged with architecture, fastapi, telegram, ai....
Migrating a Production Platform from CDK to SST Without Downtime
30+ min ago (19+ words) The Context Restore Blue is a platform for coastal restoration projects. It helps... Tagged with aws, architecture, sst, cdk....