As AI agents gain access to more tools, their potential impact grows.
So does the importance of monitoring their actions.
Autonomy needs guardrails, not blind trust.
#AgenticAI #AIEngineering #CyberSecurity #AISafety
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🤖 AI usage quotas help teams control token consumption, model access, spending and autonomous agent actions.
The goal isn't to limit innovation—it's to make AI usage fair, predictable and sustainable.
#AI #AIAgents #AIEngineering
ALT AI Usage Quotas: Designing Fair Limits for Teams, Models and Autonomous Workflows
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Yesterday our data pipeline hiccup taught us: a small automated schema test saves hours of debugging later. It’s a reminder that sturdy foundations beat flashy AI tricks. #ALPHAZOX #AIEngineering
Most AI systems still rely on custom tool integrations.
That breaks at scale.
Clear breakdown of MCP — becoming the “USB-C for AI.”
apurvsheth.medium.com/unders…
Using MCP yet? #MCP #AIEngineering
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Thanks to Nebius, NVIDIA, Tech Europe, and everyone who made the hackathon possible.
GitHub:
github.com/DarshanScripts/ne…
#AgenticAI #AIEngineering #Hackathon
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Zero-shot vs few-shot: zero-shot means the model handles a task it's never been shown — cold. Few-shot means you give it a couple examples first. Both work because pre-training taught the pattern; examples just point at it. #AIEngineering #AI
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10,000+ applied. 880+ got a seat. I’m one of them.
Joining the 3-week AI Engineer Bootcamp with NVIDIA and YTU Startup House, learning alongside builders from 27 countries.
Excited to learn, experiment, and apply it to the projects I’m building.
#AI #NVIDIA #AIEngineering
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18 tests passed. So did typecheck, lint, build and the manifest. We still stopped.
Independent QA found two ways around the boundary. What failed:
linkedin.com/feed/update/urn…
#AIEngineering #CyberSecurity
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7/7 Pick one bounded test: compare complete task cost, check a model's hardware compatibility, or verify an agent's permission controls. The edition explains what to try and which commitments still need evidence. dataaiengineer.substack.com/… #AIEngineering
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Dropout, what it actually means: during training, randomly switching off some neurons each round so the model can't lean on any single one. Forced teamwork. It sounds destructive, but it makes models tougher and less memorizing. #AIEngineering #AI
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Atlanta, today is your last chance to save!
Join AI Engineering Summit Atlanta | 18 Nov 2026. Get your $375 ticket for just $300 with code LINK75AI.
Register now: testingmind.com/event/softwa…
#Testingmind #AIEngineering
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Test 7 is the one I'd run first. A lot of agent stop buttons turn out to be the elevator close-door button: deeply satisfying to press, mostly decorative while the queued tool calls keep riding. #AIengineering
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Day 33
Today I moved goal verification and claim checking into my LangGraph agent as separate verifier nodes, converging on a final verdict.
#AIEngineering #LangGraph #Python
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When an AI agent retries a failed action, check whether the first attempt already took effect. A timeout is not proof that nothing happened. Design the workflow to detect an existing result before creating a duplicate. #AIEngineering
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AI engineering is about more than smarter systems—it’s about building them responsibly.
Join AI Engineering Summit Denver 28 Oct 2026 to explore AI reliability, productivity, and human oversight.
Explore the agenda: testingmind.com/event/aiengi…
#Testingmind #AIEngineering
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I'm targeting a backend role, so strengthening backend fundamentals in the AI era is must.
Let's connect if you are learning backend stuff too.
#SoftwareEngineering #AIEngineering
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Your AI project is growing. Is GitHub enough?
💻 GitHub → Code
🤖 Model hubs → Weights
☁️ Object storage → Datasets
🔎 Vector DBs → Embeddings
One project. Different assets.
Good AI engineering starts with good architecture.
#AIEngineering #GitHub #CodeWithIshwar
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Started learning Python recently, and instead of just going through syntax, I decided to build something with it.
Built a small CLI Log Analyzer that reads .log files and can:
- count INFO/WARNING/ERROR logs
- find unique errors
🧵 (1/2)
Github ↓
#Python #AIEngineering
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AI needs more than prompts to handle complex tasks.
Join Tristan Chiappisi of Cetera at AI Engineering Summit Columbus | 10 Nov 2026 to explore how AI systems work with data.
Pay $300 with LINK75AI—save $75!
Register now: testingmind.com/event/aiengi…
#Testingmind #AIEngineering
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The better the repository interface, the less the agent has to guess.
#AIEngineering #AIAgents #AbstractionShift
abstractionshift.substack.co…
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