Tech With Dan

🔥 AWS AgentCore Runtime Question

Each session in AWS AgentCore Runtime runs in an isolated microVM environment.

Which statement is FALSE regarding Session Termination?

4 days ago | [YT] | 3

Tech With Dan

🔥 AWS AgentCore Question

You have the following requirement:

👤 Average User
→ Return only a subset of the tool list

👑 Privileged User
→ Return the FULL tool list

How can you accomplish this?

1 week ago | [YT] | 1

Tech With Dan

🔥 Strands Agents SDK Question

You are running Windows 11 on your local machine and want to use these TOOLS from Strands Agents Tools for the following purposes:

🛠️ shell: To execute shell commands
🐍 python_repl: To run Python code snippets

However, you just found out that shell & python_repl tools currently do not work on Windows.

What should you do?

1 week ago | [YT] | 3

Tech With Dan

🔥 Which One Is TRUE for the Tech Job Market? 🤔

2 weeks ago | [YT] | 1

Tech With Dan

🔥 AWS Certified Generative AI Developer – Professional - ESTIMATED PASS RATE

Based on seeing very few new LinkedIn Early Adopter Badge posts over the past few days (maybe only 1–2), it appears around 5,000 people may have now passed the AWS Certified Generative AI Developer – Professional certification.

Using ChatGPT for rough analysis and estimation for Pass Rate:

• The Udemy course by Frank Kane and Stéphane Maarek currently shows ~30,723 enrollments
• Not everyone enrolled actually attempts the exam
• Additional candidates likely used AWS Skill Builder, company training, other courses, or direct hands-on experience

Estimated totals:
• ~12,000–16,000 global exam attempts
• ~5,000 total passes

🚨 Estimated Gen AI Certification Pass Rate:
➡️ ~35–40% ⬅️

Unofficial ChatGPT-based estimate. Actual numbers may vary.

2 weeks ago (edited) | [YT] | 4

Tech With Dan

🧠 Strands Agents SDK + AgentCore Question

Given this Strands Agents SDK code, select which option is the correct approach to list ALL Tools from the AgentCore Gateway endpoint?

client = MCPClient(
lambda: streamablehttp_client(
f"{gatewayEndpoint}", headers={"Authorization": f"Bearer {jwtToken}"}
)
)

2 weeks ago | [YT] | 2

Tech With Dan

🧠 AWS AgentCore CLI Deployment Question

***This will save you a lot of frustration!***

You deployed your AI Agent (for example, a Strands Agent) using "agentcore deploy".

Then you executed the command below and received a valid response from the agent:
agentcore invoke "I prefer email updates" --session-id $SESSION_ID --user-id $USER_ID

After that, you made some code/file changes and deployed again using "agentcore deploy".

However, when you executed "agentcore invoke" again, the response did NOT reflect the updated deployed code.

You also verified that the AgentCore Runtime shows the updated deployment package, so this is not making any sense.

❓How can you fix this issue?

3 weeks ago | [YT] | 1

Tech With Dan

🧠 AWS AgentCore Question

Which one is the NEW recommended way to create, develop, and deploy AI agents on Amazon Bedrock AgentCore?

3 weeks ago | [YT] | 2

Tech With Dan

🧠 AWS AgentCore Memory Question

When messages are stored in short-term memory, AgentCore automatically runs a background process to analyze the conversation and generate long-term memory using your configured strategies (Summary, Semantic, User Preferences, and Episodic).

❓ How long can it take to create long-term memories from short-term memory?

3 weeks ago | [YT] | 1

Tech With Dan

🧠 AI Agents Question (AWS AgentCore Memory Strategies- Summary, Semantic & User Preferences)

Scenario 👇

User:
“I’m trying to eat healthier.”

Agent:
• Suggests meal plans
• Recommends workouts

User:
“I don’t like spicy food, and I prefer vegetarian meals.”

Agent:
“Got it. I’ll suggest non-spicy vegetarian options.”

❓ When will the following AgentCore Memory strategies be extracted & stored?
(Summary, Semantic & User Preferences)

3 weeks ago | [YT] | 1