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Daniel Nwaneri3d ago • 8 min read
Toward a Standard Model for Agent Memory
Most agent memory systems are digital attics. You put things in. You hope to find them later. You.....
#ai#agents#architecture#memory
18 48
Gavin Cettolo3d ago • 10 min read
You Don’t Need Microservices (Yet): A Reality Check for Devs
You Don't Need Microservices (Yet): A Reality Check for Devs How Premature...
#webdev#architecture#beginners#career
37 38
Athreya aka Maneshwar2d ago • 2 min read
Negative Lookups in Bf-Tree: Caching Things That Don't Exist
Hello, I'm Maneshwar. I'm building git-lrc, a Micro AI code reviewer that runs on every commit. It i...
#webdev#programming#database#architecture
19 1
Varsha Das3d ago • 8 min read
I Stopped Dragging Boxes in Draw.io (Here's What I Do Instead)
Architecture diagrams shouldn't take longer than the architecture itself. Here's how I generate prod...
#aws#architecture#mcp#productivity
3 0
Ken W Alger2d ago • 8 min read
Building an AI-Powered COBOL Meeting Auditor with Hermes Agent
This is a submission for the Hermes Agent Challenge: Build With Hermes Agent What I...
#hermesagentchallenge#devchallenge#agents#architecture
6 0
Mario Ezquerro8h ago • 2 min read
The Kubernetes Overkill: Why I Built a "K8s Killer" for Small Environments
Let’s be honest: Kubernetes is the undisputed king of orchestration. But if you are running a small....
#architecture#devops#kubernetes#showdev
7 1
amir1d ago • 8 min read
Why We Accidentally Blocked Our Users: A Deep Dive into Idempotency in Distributed Systems
A production story about payment retries, duplicate requests, Redis, distributed locks, and how idem...
#backend#distributedsystems#redis#architecture
3 4
Bilaniuc Dragos3d ago • 16 min read
Securing auth in a large-scale production system: three industry-standard architectures — and why none survived a closer look
A case study in why the verdict on an architecture decision can shift entirely once you dive into...
#architecture#security#aws#nextjs
1 3
Bala Paranj2d ago • 20 min read
Don't Wrap the LLM. Make Its Failure Modes Unreachable.
Fowler's 9 GenAI patterns wrap a non-deterministic engine with non-deterministic layers. There's ano...
#ai#architecture#opensource#cloudsecurity
1 2
kranthi kumar Gajji4d ago • 8 min read
Cognitive Debt: AI Is Building Your Systems. Do You Actually Understand Them?
Introduction I want to tell you about a feeling I kept having at work. Our team was...
#ai#softwareengineering#architecture#discuss
10 17
Shruti Kapoor3d ago • 3 min read
Deep Dive: React Server Components in TanStack Start
React Server Components are now the default in Next.js and they’re shipping in TanStack Start....
#architecture#javascript#react#webdev
1 0
Drew Marshall3d ago • 4 min read
Why I’m Exploring a PHP-Based KiwiPress
Over the last few years, I’ve spent a lot of time thinking about operational architecture. Not...
#wordpress#webdev#architecture#opensource
4 0
Drew Marshall1d ago • 2 min read
The Road to KiwiEngine — The Strange Feeling of Publishing Your Own Ecosystem
A weird thing happens when your side projects stop feeling like side projects. For years, most of.....
#webdev#opensource#architecture#buildinpublic
4 1
Sridhar S1d ago • 8 min read
You’re Ignoring 95% of Your LLM Response
Most developers extract only: response.choices[0].message.content But real AI engineering...
#azure#genai#architecture#ai
10 15
Yannick Loth4d ago • 20 min read
SOLID Heuristics Reveal Incomplete Domain Knowledge — Nothing More
SOLID — Single Responsibility, Open/Closed, Liskov Substitution, Interface Segregation, Dependency.....
#architecture#solidprinciples#independentvariationprinciple#designprinciples
6 0
Adrián Bailador4d ago • 14 min read
Uber-like System in .NET: Driver Matching, Surge Pricing and the Complete Request Flow
A rider opens the app and taps "Request". In the next two seconds, the system has to find which of.....
#dotnet#csharp#architecture#productivity
0 0
Satej Bidvai4d ago • 3 min read
It's called a PR "review" for a reason
Write code however you like. Use AI, use 10 parallel agents, write it by hand. I don't care. But thi...
#programming#architecture
5 0
Dhananjay Lakkawar4h ago • 4 min read
The Autonomous "Budget-Bound" Agent: Securing AI with Bedrock AgentCore Payments
If you are building multi-agent AI systems in production, you are likely hitting a massive security....
#ai#aws#fintech#architecture
5 0
Alex Vance3d ago • 3 min read
Prompt is Not Runtime: Why I Rejected LLM State-Machines for Deterministic FinTech
Projections require math, not probabilistic heuristics. Why I chose strictly deterministic TypeScrip...
#nextjs#typescript#architecture#fintech
5 1
Vadym Arnaut1d ago • 6 min read
There is no source language: a manifesto for symmetric multilingual content
Three weeks ago I shipped a bilingual LMS. The architecture modeled one language as source and the.....
#architecture#i18n#webdev#postgres
2 1
Lars Moelleken2d ago • 6 min read
The Singleton Labyrinth
Why Singletons usually hurt maintainability: not because one instance exists, but because hidden glo...
#php#architecture#refactoring#singleton
2 0
Raheel Shan8h ago • 7 min read
The Repository Pattern and AQC — Part 1 of 3: Cleaning Up the Internals
The Series This is the first article in a three-part series on migrating from a...
#webdev#programming#designpatterns#architecture
0 0
Dusan Malusev6d ago • 8 min read
JWT is a scam and your app doesn't need it
JWT promises stateless authentication and delivers neither. It's a cargo cult that makes your app sl...
#auth#security#architecture#jwt
1 0
Samuel Komfi4d ago • 6 min read
Antigravity 2.0 and the $1,000 OS: Why "Agent-First" Feels Like the Direction I've Been Building Toward Anyway
This is a submission for the Google I/O Writing Challenge A reflection on Google I/O 2026's most...
#devchallenge#googleiochallenge#architecture
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