https://techgazette.com.br/learn/agents/ New guides on agents, by the people who build it. Tools, memory, MCP and agents that work. en 180 Fri, 16 Oct 2026 20:48:00 GMT https://aws.amazon.com/blogs/machine-learning/building-trust-in-ai-agents-a-production-ready-evaluation-framework-with-amazon-bedrock-agentcore/ https://aws.amazon.com/blogs/machine-learning/building-trust-in-ai-agents-a-production-ready-evaluation-framework-with-amazon-bedrock-agentcore/ Fri, 16 Oct 2026 20:48:00 GMT AWS Machine Learning Agents AWS Machine Learning — Autonomous AI agents fail softly: latency stays flat while answer quality quietly erodes. This post shares a nine-stage evaluation framework, built on Amazon Bedrock AgentCore, that catches silent quality regressions acr… https://developer.nvidia.com/blog/code-test-and-deploy-on-one-machine-with-nvidia-rtx-spark/ https://developer.nvidia.com/blog/code-test-and-deploy-on-one-machine-with-nvidia-rtx-spark/ Fri, 16 Oct 2026 17:00:00 GMT NVIDIA Developer Agents NVIDIA Developer — AI agents are changing how software gets built. Developers have gone from writing every line of code by hand to directing agents that write most of the code. As... https://aws.amazon.com/blogs/machine-learning/introducing-reflection-beam-an-open-weight-model-for-agentic-coding-on-aws/ https://aws.amazon.com/blogs/machine-learning/introducing-reflection-beam-an-open-weight-model-for-agentic-coding-on-aws/ Fri, 16 Oct 2026 15:23:00 GMT AWS Machine Learning Agents AWS Machine Learning — Reflection AI's Beam is an open-weight model for agentic coding and long-horizon tasks. This post shows how to deploy Beam on AWS: start with an Amazon SageMaker JumpStart real-time endpoint, or use Amazon SageMaker Hype… https://www.digitalocean.com/community/tutorials/how-to-safely-let-ai-agents-call-production-apis https://www.digitalocean.com/community/tutorials/how-to-safely-let-ai-agents-call-production-apis Fri, 16 Oct 2026 00:00:00 GMT DigitalOcean Tutorials Agents DigitalOcean Tutorials — DigitalOcean Action Gateway lets AI agents call production APIs safely: tool scope, version checks, and approvals cut harmful episodes from 48 in 100 to zero. https://developer.nvidia.com/blog/nvidia-nemotron-3-5-super-vl-powers-specialized-agents-with-multimodal-reasoning/ https://developer.nvidia.com/blog/nvidia-nemotron-3-5-super-vl-powers-specialized-agents-with-multimodal-reasoning/ Thu, 15 Oct 2026 18:01:00 GMT NVIDIA Developer Agents NVIDIA Developer — Always-on agents are taking on longer, more complex enterprise workflows. A single request can involve reading a document, checking information across sources,... https://developer.nvidia.com/blog/scale-agentic-coding-workflows-with-metas-muse-spark-open-on-nvidia-gb300-nvl72/ https://developer.nvidia.com/blog/scale-agentic-coding-workflows-with-metas-muse-spark-open-on-nvidia-gb300-nvl72/ Thu, 15 Oct 2026 18:00:00 GMT NVIDIA Developer Agents NVIDIA Developer — Meta launches Muse Spark Open, a coding-optimized 816B mixture-of-experts (MoE) model with 42B active parameters and a 1M token context window. Trained on... https://aws.amazon.com/blogs/machine-learning/trust-in-depth-giving-agents-more-autonomy-without-losing-control/ https://aws.amazon.com/blogs/machine-learning/trust-in-depth-giving-agents-more-autonomy-without-losing-control/ Thu, 15 Oct 2026 15:05:00 GMT AWS Machine Learning Agents AWS Machine Learning — Enterprise leaders want AI agents to take on more work but don't fully trust them to act correctly every time. Trust in Depth is AWS's layered approach-scope, know, bound, observe, and prove-that lets agents act on their… https://www.digitalocean.com/community/tutorials/ai-coding-agent-tickets-to-reviewed-pull-requests https://www.digitalocean.com/community/tutorials/ai-coding-agent-tickets-to-reviewed-pull-requests Thu, 15 Oct 2026 00:00:00 GMT DigitalOcean Tutorials Agents DigitalOcean Tutorials — Build a coding agent on DigitalOcean Managed Agents that turns a ticket into a pull request, with a second agent reviewing it. Two live runs, both approved in under 7 minutes for about $0.35. https://aws.amazon.com/blogs/machine-learning/build-self-improving-document-processing-using-amazon-bedrock-agentcore/ https://aws.amazon.com/blogs/machine-learning/build-self-improving-document-processing-using-amazon-bedrock-agentcore/ Wed, 14 Oct 2026 16:24:00 GMT AWS Machine Learning Agents AWS Machine Learning — Learn how to build an agentic intelligent document processing (IDP) system using Amazon Bedrock AgentCore that classifies, extracts, validates, and learns from business documents with minimal human intervention, automati… https://developer.nvidia.com/blog/optimizing-agent-reliability-and-tool-calling-efficiency-for-chip-design-using-nvidia-nemo-gym/ https://developer.nvidia.com/blog/optimizing-agent-reliability-and-tool-calling-efficiency-for-chip-design-using-nvidia-nemo-gym/ Wed, 14 Oct 2026 16:10:00 GMT NVIDIA Developer Agents NVIDIA Developer — AI agents offer remarkable productivity gains in complex chip design workflows, but their tendency to generate plausible yet incorrect artifacts makes... https://aws.amazon.com/blogs/machine-learning/generate-presentations-with-amazon-bedrock-agentcore/ https://aws.amazon.com/blogs/machine-learning/generate-presentations-with-amazon-bedrock-agentcore/ Wed, 14 Oct 2026 13:58:00 GMT AWS Machine Learning Agents AWS Machine Learning — This post walks you through building an AI agent system with Amazon Bedrock AgentCore that automates PowerPoint presentation creation from enterprise documents. A supervisor agent, Retrieval Augmented Generation, and Ama… https://developer.nvidia.com/blog/rewrite-apache-spark-udfs-gpu-acceleration-ai-agents/ https://developer.nvidia.com/blog/rewrite-apache-spark-udfs-gpu-acceleration-ai-agents/ Tue, 13 Oct 2026 21:33:00 GMT NVIDIA Developer Agents NVIDIA Developer — Enterprise applications have become increasingly demanding. Agentic AI has compounded the need for vast amounts of enterprise data with frequent, complex... https://aws.amazon.com/blogs/machine-learning/building-agents-that-transact-with-anchor-browser-and-agentcore-payments/ https://aws.amazon.com/blogs/machine-learning/building-agents-that-transact-with-anchor-browser-and-agentcore-payments/ Tue, 13 Oct 2026 20:10:00 GMT AWS Machine Learning Agents AWS Machine Learning — Learn how the AWS Generative AI Innovation Center Partner Agent Factory and Anchor Browser built AI agents that autonomously pay for x402-protected web resources and APIs. Amazon Bedrock AgentCore payments checks budgets… https://www.langchain.com/blog/our-docs-test-themselves https://www.langchain.com/blog/our-docs-test-themselves Tue, 13 Oct 2026 19:56:00 GMT LangChain Agents LangChain — Stale code samples are a docs problem nobody prioritizes. Here's how we used the Deep Agents CLI to automate migrating inline code into testable, CI-ready examples https://www.langchain.com/blog/improving-deep-agents-with-harness-engineering https://www.langchain.com/blog/improving-deep-agents-with-harness-engineering Tue, 13 Oct 2026 19:56:00 GMT LangChain Agents LangChain — Harness engineering improved LangChain's coding agent from Top 30 to Top 5 on Terminal Bench using self-verification, tracing, and context optimization. https://www.langchain.com/blog/context-management-for-deepagents https://www.langchain.com/blog/context-management-for-deepagents Tue, 13 Oct 2026 19:56:00 GMT LangChain Agents LangChain — Learn how Deep Agents SDK manages context for long-running AI tasks through offloading, summarization, and filesystem abstraction to prevent context rot. https://aws.amazon.com/blogs/machine-learning/natural-language-security-queries-at-orca-security-using-amazon-bedrock/ https://aws.amazon.com/blogs/machine-learning/natural-language-security-queries-at-orca-security-using-amazon-bedrock/ Tue, 13 Oct 2026 16:03:00 GMT AWS Machine Learning Agents AWS Machine Learning — Orca Security built Discovery AI, a natural language query agent on Amazon Bedrock that converts plain-English questions into Sonar queries. The post shares the multi-stage architecture and the results: 90% lower query c… https://arize.com/blog/eu-ai-act-compliance-ai-agents/ https://arize.com/blog/eu-ai-act-compliance-ai-agents/ Tue, 13 Oct 2026 16:00:00 GMT Arize Agents Arize — Learn how agent traces, human oversight, production evaluations, and log retention support EU AI Act compliance with a practical credit-assistant example. The post EU AI Act compliance for AI agents: a practical engineer… https://blog.postman.com/ai-sprawl-is-the-new-shadow-it-how-postman-got-ahead-of-ours/ https://blog.postman.com/ai-sprawl-is-the-new-shadow-it-how-postman-got-ahead-of-ours/ Tue, 13 Oct 2026 16:00:00 GMT Postman Agents Postman — AI agent sprawl is the new shadow IT. See how Postman found 866 agents and apps, brought them under governance with Astro, and built a system to keep the count honest. The post AI Sprawl Is the New Shadow IT: How Postman… https://www.snowflake.com/content/snowflake-site/global/en/blog/real-world-data-evidence-strategy https://www.snowflake.com/content/snowflake-site/global/en/blog/real-world-data-evidence-strategy Tue, 13 Oct 2026 16:00:00 GMT Snowflake Agents Snowflake — Learn five ways life sciences organizations can modernize their real-world data and evidence strategies, from multimodal data integration and continuous pipelines to agentic AI workflows that accelerate decisions. https://aws.amazon.com/blogs/machine-learning/build-long-horizon-agents-with-grok-4-7-on-amazon-bedrock/ https://aws.amazon.com/blogs/machine-learning/build-long-horizon-agents-with-grok-4-7-on-amazon-bedrock/ Tue, 13 Oct 2026 15:52:00 GMT AWS Machine Learning Agents AWS Machine Learning — Grok 4.7 is now available on Amazon Bedrock. In this post, we build a tool-calling agent on Grok 4.7 and evaluate it on three reasoning tasks at four reasoning effort levels, measuring correctness and token cost per comp… https://www.langchain.com/blog/building-long-running-agents-with-scaledown-and-deep-agents https://www.langchain.com/blog/building-long-running-agents-with-scaledown-and-deep-agents Tue, 13 Oct 2026 14:01:00 GMT LangChain Agents LangChain — Use ScaleDown's constrained decoding models with LangChain and Deep Agents to summarize history, compress tool results, and extract data faster and cheaper. https://blog.mozilla.ai/building-the-missing-half/ https://blog.mozilla.ai/building-the-missing-half/ Tue, 13 Oct 2026 13:28:00 GMT Mozilla.ai Agents Mozilla.ai — Open models are ready for agents, but the infrastructure around them isn't. Otari is a gateway that restores what hosted APIs quietly handle, like web search and code execution, so you keep control of your providers, cre… https://www.tigera.io/blog/from-merged-pr-to-governed-pod-automating-ai-agent-deployment-on-kubernetes/ https://www.tigera.io/blog/from-merged-pr-to-governed-pod-automating-ai-agent-deployment-on-kubernetes/ Tue, 13 Oct 2026 12:40:00 GMT Tigera (Calico) Agents Tigera (Calico) — In short, automating the AI agent lifecycle is this year’s pitch: Google Cloud’s walkthrough of 30th July 2026 turns the whole thing into a conversation with a coding agent. On Kubernetes the deploy half of... The post F… https://blog.jetbrains.com/teamcity/2026/10/cicd-pipeline-observability-tools/ https://blog.jetbrains.com/teamcity/2026/10/cicd-pipeline-observability-tools/ Tue, 13 Oct 2026 11:28:00 GMT JetBrains Agents JetBrains — When a CI/CD pipeline fails, its dashboard can usually show you what went wrong. Pipeline observability tools should help you understand why, whether the cause is a flaky test, an overloaded build agent, or a problem els… https://medium.com/trendyol-tech/building-traffic-ai-part-2-from-anomaly-detection-to-proactive-platform-operations-8c6b71b543fb?source=rss----c659d22bee68---4 https://medium.com/trendyol-tech/building-traffic-ai-part-2-from-anomaly-detection-to-proactive-platform-operations-8c6b71b543fb?source=rss----c659d22bee68---4 Tue, 13 Oct 2026 08:18:00 GMT Trendyol Tech Agents Trendyol Tech — In Part 1, we described how Traffic AI evolved from Q&A automation into a system capable of using organizational knowledge and operational tools through MCPs. By that point, the agent could investigate problems across Gr… https://developers.googleblog.com/optimizing-a-200000-line-python-codebase-overnight-with-gemini-4-argon/ https://developers.googleblog.com/optimizing-a-200000-line-python-codebase-overnight-with-gemini-4-argon/ Tue, 13 Oct 2026 00:00:00 GMT Google for Developers Agents Google for Developers — How our engineering team ran Gemini 4 Argon unattended overnight with.agents/skills and /goal mode to cut in-memory session prep overhead by 40% in long sessions and speed up cold imports by 21% in Google's open-source P… https://www.snowflake.com/content/snowflake-site/global/en/blog/agentic-ai-in-manufacturing-pilot-to-production https://www.snowflake.com/content/snowflake-site/global/en/blog/agentic-ai-in-manufacturing-pilot-to-production Mon, 12 Oct 2026 17:52:00 GMT Snowflake Agents Snowflake — See how manufacturers scale agentic AI from pilot to production with a four-stage roadmap for governed data, autonomous operations and C-suite approval. https://github.blog/ai-and-ml/github-copilot/github-copilot-app-for-beginners-how-to-teach-copilot-about-your-codebase/ https://github.blog/ai-and-ml/github-copilot/github-copilot-app-for-beginners-how-to-teach-copilot-about-your-codebase/ Mon, 12 Oct 2026 17:43:00 GMT The GitHub Blog Agents The GitHub Blog — Learn how to add custom instructions and skills to your repository, use custom agents, and connect MCP servers like Playwright. The post GitHub Copilot app for Beginners: How to teach Copilot about your codebase appeared… https://devblogs.microsoft.com/dotnet/durable-task-in-the-real-world/ https://devblogs.microsoft.com/dotnet/durable-task-in-the-real-world/ Mon, 12 Oct 2026 16:30:00 GMT .NET Agents .NET — Five practical examples of when durable execution makes sense, when it does not, and what it means for AI agents. The post Durable Task in the Real World: What Problems Does It Actually Solve? appeared first on.NET Blog. https://cloud.google.com/blog/products/data-analytics/bringing-you-the-data-agent-kit/ https://cloud.google.com/blog/products/data-analytics/bringing-you-the-data-agent-kit/ Mon, 12 Oct 2026 16:00:00 GMT Google Cloud Data Analytics Agents Google Cloud Data Analytics — Imagine your compliance team notices that payments are taking longer than expected to clear. They suspect fraud, and you’re the data scientist helping figure out which transactions to investigate first. Assembling that s… https://aws.amazon.com/blogs/architecture/agentic-antimicrobial-resistance-surveillance-with-aws-healthomics-and-amazon-bedrock-agentcore/ https://aws.amazon.com/blogs/architecture/agentic-antimicrobial-resistance-surveillance-with-aws-healthomics-and-amazon-bedrock-agentcore/ Mon, 12 Oct 2026 14:34:00 GMT AWS Architecture Blog Agents AWS Architecture Blog — This post presents a reference architecture that turns public sequencing data into plain-language answers about antimicrobial resistance (AMR) genes. It pairs AWS HealthOmics for managed genomics processing with a ground… https://arize.com/blog/how-to-test-agent-tool-descriptions-with-harbor-and-phoenix/ https://arize.com/blog/how-to-test-agent-tool-descriptions-with-harbor-and-phoenix/ Mon, 12 Oct 2026 14:30:00 GMT Arize Agents Arize — Build a reproducible benchmark, compare tool use across agents, and test whether a description change reduces unnecessary work while preserving outcomes. The post How to test agent tool descriptions with Harbor and Phoen… https://azure.microsoft.com/en-us/blog/deep-dive-into-azure-maia-300-architecture/ https://azure.microsoft.com/en-us/blog/deep-dive-into-azure-maia-300-architecture/ Mon, 12 Oct 2026 13:00:00 GMT Microsoft Azure Agents Microsoft Azure — Maia 300 operates as a single platform to meet the demands of cloud-scale agentic inference. The post Deep dive into Azure Maia 300 architecture appeared first on Microsoft Azure Blog. https://www.akamai.com/blog/ai/2026/oct/monetizing-machines-akamai-customers-charge-ai-agents-edge https://www.akamai.com/blog/ai/2026/oct/monetizing-machines-akamai-customers-charge-ai-agents-edge Mon, 12 Oct 2026 12:00:00 GMT Akamai Cloud (Linode) Agents Akamai Cloud (Linode) https://www.cncf.io/blog/2026/10/12/from-zero-to-agent-builder-running-kagent-on-your-laptop/ https://www.cncf.io/blog/2026/10/12/from-zero-to-agent-builder-running-kagent-on-your-laptop/ Mon, 12 Oct 2026 11:30:00 GMT CNCF Agents CNCF — If you have seen a demo of a no-code agent builder, you know the moment. Someone types one sentence, waits a minute, and there it is: a new agent, running, with tools. It is impressive. For... https://www.digitalocean.com/community/tutorials/ai-customer-support-agent-human-in-the-loop https://www.digitalocean.com/community/tutorials/ai-customer-support-agent-human-in-the-loop Mon, 12 Oct 2026 00:00:00 GMT DigitalOcean Tutorials Agents DigitalOcean Tutorials — Build an AI support agent on DigitalOcean Harness Runtime that triages tickets and drafts replies, with human approval to send. Live run: 99 tickets, zero sent. https://arize.com/blog/alignment-is-a-human-ai-workflow-custom-views/ https://arize.com/blog/alignment-is-a-human-ai-workflow-custom-views/ Fri, 09 Oct 2026 18:25:00 GMT Arize Agents Arize — Automated evals can score every agent session, but they do not automatically reflect what your team considers a good outcome. That takes human judgment. The post Alignment is a human-AI workflow: how Custom Views make ag… https://www.databricks.com/blog/post-training-production-how-tinyfish-runs-its-web-native-model-databricks-ai-runtime https://www.databricks.com/blog/post-training-production-how-tinyfish-runs-its-web-native-model-databricks-ai-runtime Fri, 09 Oct 2026 16:32:00 GMT Databricks Agents Databricks — TinyFish builds infrastructure for enterprises that need agents to work across the live web. Its Search, Fetch, Browser... https://aws.amazon.com/blogs/machine-learning/icymi-what-landed-for-ai-builders-in-september-2026/ https://aws.amazon.com/blogs/machine-learning/icymi-what-landed-for-ai-builders-in-september-2026/ Fri, 09 Oct 2026 15:38:00 GMT AWS Machine Learning Agents AWS Machine Learning — A monthly recap of the latest Amazon Bedrock, Amazon Bedrock AgentCore, and Strands updates from September 2026: broader model choice, faster serverless agents with built-in evaluation, and automated knowledge base synci… https://aws.amazon.com/blogs/machine-learning/how-postman-runs-agent-mode-for-40-million-developers-on-amazon-bedrock/ https://aws.amazon.com/blogs/machine-learning/how-postman-runs-agent-mode-for-40-million-developers-on-amazon-bedrock/ Fri, 09 Oct 2026 15:35:00 GMT AWS Machine Learning Agents AWS Machine Learning — Building an AI agent that works in a demo is a different problem from running one for 40 million developers. Postman and AWS share the architectural patterns behind Agent Mode: controlling tool sprawl, exposing schema-ba… https://www.linkedin.com/blog/engineering/infrastructure/inside-linkedins-data-context-layer-curating-trustworthy-context-for-humans-and-agents https://www.linkedin.com/blog/engineering/infrastructure/inside-linkedins-data-context-layer-curating-trustworthy-context-for-humans-and-agents Fri, 09 Oct 2026 12:00:00 GMT LinkedIn Engineering Agents LinkedIn Engineering https://realpython.com/podcasts/rpp/314/ https://realpython.com/podcasts/rpp/314/ Fri, 09 Oct 2026 12:00:00 GMT Real Python Agents Real Python — How do you assemble the core pieces of a coding agent? How are developers defining projects through conversation and introspection? This week on the show, Geir Arne Hjelle returns to talk about his recent project to demo… https://www.langchain.com/blog/how-snyk-turned-an-internal-support-agent-into-a-customer-feature https://www.langchain.com/blog/how-snyk-turned-an-internal-support-agent-into-a-customer-feature Fri, 09 Oct 2026 10:29:00 GMT LangChain Agents LangChain — Discover how Snyk transformed an internal support agent into Snyk Assist, a customer-facing AI feature powered by LangChain, LangGraph, and LangSmith. https://developer.okta.com/blog/2026/10/09/typescript-mcp-sdk-cross-app-access https://developer.okta.com/blog/2026/10/09/typescript-mcp-sdk-cross-app-access Fri, 09 Oct 2026 05:00:00 GMT Okta Developer Agents Okta Developer — Enterprise apps rarely work alone. Imagine this scenario: HR wants to ensure that a new employee completes their new hire onboarding, and they want this verification in the company’s HR app so it’s tied to the employee’s… https://vercel.com/blog/how-rillet-ships-3-faster-with-ai-agents-on-vercel https://vercel.com/blog/how-rillet-ships-3-faster-with-ai-agents-on-vercel Fri, 09 Oct 2026 04:00:00 GMT Vercel Agents Vercel — Rillet on Vercel Tripled shipping rate in three months with eve agents deployed on Vercel Two-person team closed 800+ Linear tickets in its first 4 months Builder access via Enterprise Managed Users, SSO, and Directory S… https://upstash.com/blog/mcp-tasks-and-events https://upstash.com/blog/mcp-tasks-and-events Fri, 09 Oct 2026 00:00:00 GMT Upstash Agents Upstash — How the MCP Tasks extension and the proposed MCP Events design work, which clients and servers support them today, and how @upstash/mcp-toolkit gives you durable long-running tools and webhook events now. https://stackoverflow.blog/2026/10/08/production-grade-llms-and-agents-a-field-guide/ https://stackoverflow.blog/2026/10/08/production-grade-llms-and-agents-a-field-guide/ Thu, 08 Oct 2026 20:22:00 GMT Stack Overflow Blog Agents Stack Overflow Blog — A maturity model for taking agents from an impressive demo to a system people can depend on — with a self-assessment and the map to a deep-dive on each layer. https://wf.coreweave.com/blog/what-is-aria-and-how-did-we-build-it https://wf.coreweave.com/blog/what-is-aria-and-how-did-we-build-it Thu, 08 Oct 2026 19:32:00 GMT CoreWeave Agents CoreWeave — Putting an agent next to your experiments was the easy part. The real work was making its research outlast the chat without taking authority from the researcher. https://aws.amazon.com/blogs/machine-learning/pay-per-inference-for-ai-agents-how-blockrun-and-incarna-use-amazon-bedrock-agentcore-payments/ https://aws.amazon.com/blogs/machine-learning/pay-per-inference-for-ai-agents-how-blockrun-and-incarna-use-amazon-bedrock-agentcore-payments/ Thu, 08 Oct 2026 18:33:00 GMT AWS Machine Learning Agents AWS Machine Learning — Amazon Bedrock AgentCore payments gives AI agents a managed way to pay for services on demand, with spending limits enforced by the infrastructure. See how Incarna's agents pay BlockRun for model inference one request at…