How to Build an Agent Deployment Pipeline From Scratch
On a Friday afternoon, an engineer changes one sentence in a support agent’s system prompt to make replies more concise. Unit tests pass. The image...
40 stories
On a Friday afternoon, an engineer changes one sentence in a support agent’s system prompt to make replies more concise. Unit tests pass. The image...
Google’s Gemini 4 Argon promises stronger capabilities across creative, analytical, and document-heavy tasks. But how well does it perform in practice? From generating videos and building websites to analyzing data and reconciling conflicting documents, the model offers plenty to explore.
Imagine building an AI agent that has to decide whether a customer complaint needs human intervention, which department should handle a query, or whether a submitted delivery photo is valid. Getting these decisions right matters.
Imagine four people booking a ride to the same destination. If each person takes a separate taxi, four vehicles make the same trip. But if they travel together in a bus, everyone reaches the destination in a single trip. The bus carries more people at once and makes better use of the resources.
Every AI agent SaaS I've built needed the same foundation before a customer could pay for it. I rebuilt it several times before I stopped. Here's the checklist I wish I'd had the first time, with the code that matters for the two items people most often get wrong.
Most developers building AI agents confuse conversation history with memory. But designing memory for a real-world AI agent involves much more than storing chat messages in a database. In this video, we'll explore AI Agent Memory Architecture from an engineering and system-design perspective.
"Failed to fetch" em português significa "falha ao buscar": o navegador pediu algo ao servidor e não recebeu resposta. Causas e solução em 2 minutos.
„Failed to fetch“ in App, Website oder Code? Kein Virus und meist nicht deine Schuld. Was der Fehler bedeutet und wie du ihn in 2 Minuten behebst.
"Failed to fetch" Türkçesi "getirilemedi" demektir: tarayıcı sunucudan yanıt alamadı. Fetch ne demek, hata neden çıkar ve 2 dakikada çözümü.
AI Agents have changed daily software development. At the office, developers now have access to private frontier AI Models and a private frontier AI Agent Harness right in our IDEs.
Most machine learning portfolios stop at a notebook with 94% accuracy. Hiring managers have seen that a hundred times, and it says nothing about whether you can run a model in production. That gap is exactly what MLOps projects close.
Reading about Docker and actually using it in a DevOps pipeline are two different skills. You can understand what a container is in five minutes, but knowing how to containerize a multi-service application, debug a broken build, or set up a private registry only comes from doing it.
Most Python portfolios look the same: a to-do app, a Titanic notebook, and not much else. Hiring managers screening backend and AI candidates want something sharper, and well-chosen FastAPI projects deliver it.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass Touch Grass Bingo: Nature Exploration Powered by OpenCLIP & Render 🌿 What I Built Modern developers and students often spend 12+ hours a day behind glowing monitors, debugging code and attending virtual…
In this article, author discusses his experience with AI agent hallucinations in an inventory recommendation system and how this problem was solved by treating the LLM stack as a platform infrastructure concern instead of as an application one.
Understanding Voice AI Security and Privacy Voice AI is no longer a niche research topic—it's powering assistants, call‑center bots, and even in‑car infotainment systems.
📚 Why I Built StudyBuddy AI College students often struggle with difficult technical topics and exam preparation. A friend of mine faced this problem while studying for college exams.
AccessBuild taught me the pattern. AgriMind is applying it. Both are live. If you've been following my build logs, you know the rhythm. I was deep into AccessBuild—an AI-powered accessibility audit tool that scores mobile apps from A to F.
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