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Your AI Remembers Everything and Trusts All of It

marcosomma3d ago • 11 min read

Your AI Remembers Everything and Trusts All of It

I think we are still talking about AI memory in the wrong way. Most implementations are variations o...

#ai#architecture#llm#systemdesign

30 21

FutureBuilder and StreamBuilder as Anti-Patterns: Why Your Async Boundary Should Be Far Away From Your Views

Randal L. Schwartz5d ago • 12 min read

FutureBuilder and StreamBuilder as Anti-Patterns: Why Your Async Boundary Should Be Far Away From Your Views

Discover why using FutureBuilder and StreamBuilder inside Flutter widget trees breaks separation of ...

#flutter#dart#architecture#statemanagement

10 1

Go Doesn't Force Clean Architecture. That's Your Job.

Adam - The Developer ✨3d ago • 5 min read

Go Doesn't Force Clean Architecture. That's Your Job.

The criticism of this is everywhere. Open any Go thread long enough and someone will show up to...

#go#architecture#programming#productivity

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The Tests Passed. The Contract Was Wrong.

Self-Correcting SystemsAug 24, 2026 • 7 min read

The Tests Passed. The Contract Was Wrong.

In June a reviewer on DEV who goes by @anp2network told me to stop storing a conclusion. I had a...

#ai#testing#architecture#agents

37 32

Overcoming Dart's Single Inheritance Wall: Composable CubitSignalMixin & BlocSignalMixin in Flutter

Randal L. Schwartz1d ago • 5 min read

Overcoming Dart's Single Inheritance Wall: Composable CubitSignalMixin & BlocSignalMixin in Flutter

Discover how CubitSignalMixin and BlocSignalMixin allow any existing Flutter controller, domain repo...

#flutter#dart#architecture#statemanagement

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Your AI Agent Shouldn't Be Allowed to Write Whatever It Wants

Ken W Alger6d ago • 8 min read

Your AI Agent Shouldn't Be Allowed to Write Whatever It Wants

Building a Write-Side Custody gate in Go AI memory systems spend most of their design budget on...

#go#ai#architecture#programming

14 11

Arjen1d ago • 6 min read

Delta encoding multiplayer game state

Old Light is a browser strategy game where a tab can stay open for days. The client holds a full cop...

#gamedev#webdev#typescript#architecture

12 1

I Built an Agent That Marked Its Own Finding as Already Known

Self-Correcting Systems2d ago • 8 min read

I Built an Agent That Marked Its Own Finding as Already Known

This is the first contest I have entered. I built the honesty controls before I built the agent,...

#trueforge#qodo#testing#architecture

22 4

My Commit Said "Stop Trusting the Receipt." That Is the Commit Where the Trusting Started.

Self-Correcting Systems1d ago • 8 min read

My Commit Said "Stop Trusting the Receipt." That Is the Commit Where the Trusting Started.

On 2026-08-25 at 21:27 EDT I pushed this to self-correcting-integration-maintainer: fix: repair.....

#testing#architecture#codereview#devops

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Your Agent Doesn't Have a Reasoning Problem, It Has a Memory Problem

Anannya Roy ChowdhuryAug 24, 2026 • 9 min read

Your Agent Doesn't Have a Reasoning Problem, It Has a Memory Problem

*Part 2 of "Multi-Agent Systems in Production: What They Don't Tell You", a four-part series...

#ai#agents#architecture#programming

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My agent mesh could coordinate. It couldn't introduce itself. So I added A2A.

Don Johnson5d ago • 10 min read

My agent mesh could coordinate. It couldn't introduce itself. So I added A2A.

I added A2A to SMESH, my decentralized Rust agent framework. Here is the boundary, the tested gatewa...

#ai#agents#architecture#distributedsystems

7 5

I failed a "design a document editor" interview, so I built one

Larbi Sahli2d ago • 11 min read

I failed a "design a document editor" interview, so I built one

Every resume builder is a form. Building the actual editor meant event sourcing, a page-break planne...

#webdev#architecture#typescript#showdev

12 1

Four reviewers told me the one thing I couldn't fix by myself

Rodrigo Giuliani1d ago • 4 min read

Four reviewers told me the one thing I couldn't fix by myself

What happens when you submit a solo open-source project to academic peer review: the reviews were...

#ai#opensource#architecture#iot

3 0

Auto Subtitles Are Drafts: Why 99% Accuracy Isn’t the Finish Line

Yana LiAug 24, 2026 • 6 min read

Auto Subtitles Are Drafts: Why 99% Accuracy Isn’t the Finish Line

In one test clip, the auto subtitles looked almost perfect. Then one auto subtitle showed gp where.....

#ai#webdev#architecture#machinelearning

5 1

Three model calls, and none of them reads a price

Witek ten Hove3d ago • 6 min read

Three model calls, and none of them reads a price

How we built a nightly agent swarm on Google Cloud that reprices a market, and why the agent that fi...

#googlecloud#ai#architecture#showdev

1 2

Your AI Coding Agent Doesn't Have a Junior-Developer Problem. It Has an Amnesia Problem.

Alexandr Zaporojan6d ago • 14 min read

Your AI Coding Agent Doesn't Have a Junior-Developer Problem. It Has an Amnesia Problem.

How 41 codified laws, 22 specialist roles, and a file-based memory system stopped an autonomous...

#ai#programming#architecture#productivity

3 4

AI Content Pipeline Safety: The Claims Gate That Stops Fabricated Customer Results

Parvej Shah5d ago • 3 min read

AI Content Pipeline Safety: The Claims Gate That Stops Fabricated Customer Results

A 4-stage Qwen pipeline generates every post for Minions.AI, and one safety mechanism does the real ...

#ai#architecture#typescript#softwareengineering

1 1

Your README Is a Lie Until Someone Else Runs It

Nabeel Hassan3d ago • 6 min read

Your README Is a Lie Until Someone Else Runs It

I run a small studio, which means every project I ship ends on the same question: can the client...

#devops#architecture#freelancing#devjournal

1 1

Production Flutter Networking Without the Boilerplate: Reactive Repositories with BlocSignal

Randal L. Schwartz1d ago • 4 min read

Production Flutter Networking Without the Boilerplate: Reactive Repositories with BlocSignal

Learn how to structure production-grade networking in Flutter without the traditional boilerplate. C...

#flutter#dart#architecture#statemanagement

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Write-Side Custody: Trust Begins Before Memory

Ken W Alger6d ago • 6 min read

Write-Side Custody: Trust Begins Before Memory

Part 5 of the Building the AI Memory Stack series The previous articles introduced the Reasoning...

#ai#security#llm#architecture

13 6

I Built a P2P Messenger Without a Central Message Database — What I Learned About WebRTC, E2EE and Serverless Architecture

nates.dev2d ago • 9 min read

I Built a P2P Messenger Without a Central Message Database — What I Learned About WebRTC, E2EE and Serverless Architecture

I Built a P2P Messenger Without a Central Message Database — What I Learned About WebRTC,...

#webdev#devops#showdev#architecture

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How Discord Stores Trillions of Messages With a Tiny Team

DevOps Daily2d ago • 8 min read

How Discord Stores Trillions of Messages With a Tiny Team

Some engineering stories are worth studying because the numbers are absurd, and some because the...

#architecture#database#scale#cassandra

5 0

Your Agent Isn't Losing Memory. It's Rotting.

Danil Galeev3d ago • 4 min read

Your Agent Isn't Losing Memory. It's Rotting.

Why long-running AI agents degrade, the four mechanics behind it, and the unglamorous fixes that act...

#ai#llm#architecture#agents

1 2

ChatGPT and Gemini Both Crossed a Billion Users. The Infrastructure Story Is the One Nobody's Telling

Muskan BandtaAug 24, 2026 • 4 min read

ChatGPT and Gemini Both Crossed a Billion Users. The Infrastructure Story Is the One Nobody's Telling

The headline this week is the round number: ChatGPT reportedly crossed a billion weekly users, Gemin...

#ai#cloud#devops#architecture

1 1

Tech Articles

Your AI Remembers Everything and Trusts All of It

FutureBuilder and StreamBuilder as Anti-Patterns: Why Your Async Boundary Should Be Far Away From Your Views

Go Doesn't Force Clean Architecture. That's Your Job.

The Tests Passed. The Contract Was Wrong.

Overcoming Dart's Single Inheritance Wall: Composable CubitSignalMixin & BlocSignalMixin in Flutter

Your AI Agent Shouldn't Be Allowed to Write Whatever It Wants

Delta encoding multiplayer game state

I Built an Agent That Marked Its Own Finding as Already Known

My Commit Said "Stop Trusting the Receipt." That Is the Commit Where the Trusting Started.

Your Agent Doesn't Have a Reasoning Problem, It Has a Memory Problem

My agent mesh could coordinate. It couldn't introduce itself. So I added A2A.

I failed a "design a document editor" interview, so I built one

Four reviewers told me the one thing I couldn't fix by myself

Auto Subtitles Are Drafts: Why 99% Accuracy Isn’t the Finish Line

Three model calls, and none of them reads a price

Your AI Coding Agent Doesn't Have a Junior-Developer Problem. It Has an Amnesia Problem.

AI Content Pipeline Safety: The Claims Gate That Stops Fabricated Customer Results

Your README Is a Lie Until Someone Else Runs It

Production Flutter Networking Without the Boilerplate: Reactive Repositories with BlocSignal

Write-Side Custody: Trust Begins Before Memory

I Built a P2P Messenger Without a Central Message Database — What I Learned About WebRTC, E2EE and Serverless Architecture

How Discord Stores Trillions of Messages With a Tiny Team

Your Agent Isn't Losing Memory. It's Rotting.

ChatGPT and Gemini Both Crossed a Billion Users. The Infrastructure Story Is the One Nobody's Telling