
AI Agent Memory: What to Store and What to Throw Away
Everyone is racing to make agents remember more. Bigger context windows, longer histories, a vector...

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Everyone is racing to make agents remember more. Bigger context windows, longer histories, a vector...

AI’s most fervent and optimistic promoters promise a future where AI is innovating its way out of...

📦 Clone and ⭐ stop-ai-agents-losing-memory-sample-for-aws AI agents accumulate facts across...

Have you ever been coding and then gotten into that flow state? You know where hours pass by , and it...

AI agent observability means capturing your agent's reasoning cycles, tool calls, and token usage as...

Amazon DynamoDB Vector Search GA: add a vector index to an existing table. Same accuracy as S3 Vectors, single-digit ms latency, data and embeddings collocated.

A coding agent with AWS access grabs a secret the obvious way and drops the plaintext into its...

So you've probably had to open CloudShell from time to time to poke at something quickly. Say I...

Introduction I did something stupid. I built a superhero-themed Nuxt app, connected it to...

Recently, I was talking to a friend who, much like the rest of the world, has started using AI...

Async programming, short for asynchronous programming, is one of those concepts that might sound...

Keyword search misses intent questions. Semantic search finds them. Add vector search to AI agent memory with FAISS or S3 Vectors, benchmarked.

I've been playing with Kiro Crew recently, and when I went to get it running on my Windows machine I...

After months of building with AI coding tools, I found the difference between generated code that...

Here's a test most AI agents fail. A brand-new user searches flights, books one in business class, and asks what you recommend based on what you know about me?

Your AI bill tripled last quarter. Your CTO forwarded you an article about companies saving 70% by...

🛫 Wheels up and I had three hours with nothing but airplane Wi-Fi... So naturally, I decided to vibe...

A foundational look at building and deploying an AI agent on AWS, from a single model call to a...

The finale: every morning, Bedrock summarizes the AWS news in my pet's voice, Polly makes it squeaky, and a $30 ESP32 reads it to me out loud. A Tamagotchi with a job.

Intro We keep running into the same issue with AI coding agents when building and...

I've been watching the discourse around vibe coding explode over the past few months. Developers (and...

Intro When someone wants to automate a boring and repetitive task, like triaging support...

Did you know that Kiro doesn't just have a Spec-Driven Development (SDD) flow, but also a bug fix...

Lambda decides, DynamoDB remembers, EventBridge Scheduler makes time pass. My ESP32 Tamagotchi finally has feelings... and consequences for ignoring it.

Forgotten AWS resources quietly cost you money, and the cleanup is the chore everyone puts off. Here's how I cleared out old CloudFormation stacks by chatting with an agent, worked around a stack that refused to delete, then had it scan my whole account for the leftovers actually running up the bill.

My cloud-brained Tamagotchi gets a body: a sprite-based face on the AMOLED, blinking, dozing off when ignored, and shake detection with the onboard IMU. Plus the display war stories nobody warns you about.

If you visit salih.dev right now, you'll notice it redirects somewhere else. That's been bugging me...

Your AI agent works beautifully in the demo. Then a real user comes back the next day, and the agent...

This is post #11 of the OWASP Agentic AI Top 10: What Builders on AWS Need to Know series. You made...

This is post #10 of the OWASP Agentic AI Top 10: What Builders on AWS Need to Know series. You...
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