AI/ML Engineering & LLMOps

Training/inference, vector search, RAG, evaluation, safety, and production ML/LLM stacks.

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Inside AI/ML Engineering & LLMOps

Frameworks & Training PyTorch, TensorFlow, JAX, datasets, and accelerator workflows. Inference & Serving Serving runtimes, Triton, vLLM, ONNX Runtime, and scalable endpoints. RAG & Vector Databases Embeddings, retrieval strategies, chunking, and hybrid search patterns. Prompting, Guardrails & Eval Prompt tools, safety filters, red-teaming, evals, and regression benchmarks. MLOps & Governance Tracking, model registry, feature stores, lineage, and compliance.

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Latest in AI/ML Engineering & LLMOps


dspy.ai > 3.0.3 > tutorials > optimize_ai_program

Optimize AI Programs with DSPy

10+ min ago   (166+ words) This section focuses on DSPy's powerful optimization capabilities, demonstrating how to systematically improve your AI programs using various optimizers. These tutorials are lighter on programming concepts and instead showcase how DSPy optimizers can automatically enhance the quality and performance of…...


dspy.ai > 3.0.3 > tutorials > customer_service_agent

Build AI Agents with DSPy¶

10+ min ago   (366+ words) This tutorial focuses on a popular architecture of AI agents called ReAct, standing for Reasoning and Acting, which provides a task description along with a list of tools to LM, then lets LM decide whether to call tools for more…...


dspy.ai > 3.0.3 > tutorials > output_refinement > best-of-n-and-refine

Output Refinement: BestOfN and Refine

10+ min ago   (237+ words) Both BestOfN and Refine are DSPy modules designed to improve the reliability and quality of predictions by making multiple LM calls with different rollout IDs to bypass caching. Both modules stop when they have reached N attempts or when the…...


dspy.ai > 3.0.3 > tutorials > sample_code_generation

Automated Code Generation from Documentation with DSPy

10+ min ago   (123+ words) The framework for programming—rather than prompting—language models. Automated Code Generation from Documentation with DSPy This tutorial demonstrates how to use DSPy to automatically fetch documentation from URLs and generate working code examples for any library. The system can…...


mechanize.work > technical-blog > introducing-gba-eval

Introducing GBA Eval

2+ day, 21+ hour ago   (319+ words) Stephen Yang, Ege Erdil, Tamay Besiroglu May 2, 2026 See the benchmark, leaderboard, and emulator outputs at gbaeval.com. For many reasons, we believe that automating software engineering will prove to be one of the most important, and economically valuable, applications of…...


lesswrong.com > posts > 2mStxuNDMdaWdyHu6 > the-expensive-loop-problem

The Expensive-Loop Problem — LessWrong

5+ hour, 6+ min ago   (640+ words) LLMs are amazing at tasks where they have tight and legible feedback loops. Domains where experiments are quick, deterministic and cheap. I will call these domains "cheap-loop" domains. This happens because expensive-loop tasks require abilities that models don’t learn in…...


devin.ai > blog > devin-cloud-in-your-terminal

Bringing Devin Cloud to your terminal

3+ week, 18+ hour ago   (332+ words) Introducing Devin Cloud in your terminal. Starting today, you can create, steer, resume, and watch your Devin Cloud sessions right from your favorite terminal. Just use devin --cloud or /cloud. Devin CLI is perfect for fast local iteration with your…...


medium.com > engineering-playbook > the-senior-engineer-who-lost-a-200k-opportunity-because-he-couldnt-explain-one-database-decision-a67002e20023

The Senior Engineer Who Lost a $200K Opportunity Because He Couldn’t Explain One Database Decision

1+ hour, 28+ min ago   (967+ words) The interviewer opens with a familiar scenario. “Your Spring Boot application is experiencing slow database queries under heavy traffic. What would you do?” The candidate has nine years of Java experience. “I’d add indexes, optimize the queries, increase the connection…...


storagereview.com > news > airrived-agentic-os-gartner-cool-vendor-agentic-ai-security

Airrived Agentic OS Named a Gartner Cool Vendor in Agentic AI Security, With Air-Gapped Deployment

3+ hour, 13+ min ago   (549+ words) Airrived has been named a Cool Vendor in Gartner’s Coolest Vendor Innovations in Agentic AI Security report, published October 2. The Dublin, California firm sells what it calls an Agentic OS, a platform for building, orchestrating, and governing autonomous AI agents…...


docs.goroute.ai > docs > api > list-sandbox-participants-api-v-1-sandbox-participants-get

List Sandbox Participants

1+ day, 15+ hour ago   (51+ words) Peppol-certified Access Point (POP000991) and SMP provider for global e-invoicing compliance across 40+ countries. Get the list of available sandbox test participants. Each participant has a deterministic behavior: Note: This endpoint is only available in sandbox/development environments. Unauthorized - Invalid or missing…...