AI for engineers
Editorial picks for "ai for engineers".
48 tools
Cursor
FeaturedAI-first VS Code fork — chat, edit, and agentic coding in one IDE.
Semantic Kernel
Microsoft's open-source SDK for wiring LLMs, plugins, and agents into enterprise .NET, Python, and Java apps.
Dataiku
Enterprise AI platform unifying data, ML, LLMs, and agents under one governed workflow.
RunPod
On-demand GPU cloud and serverless inference platform built specifically for AI workloads.
AudioCraft
Meta's open-source research toolkit for generating music and sound effects from text via a single autoregressive language model.
BentoML
Open-source framework and managed platform for serving and scaling AI models in production.
Feast
Open-source feature store that serves consistent features to ML training and online inference, with RAG vector search built in.
Google AI Studio
Browser-based playground and API console for prototyping with Google's Gemini models.
Great Expectations
Open-source data quality framework for validating the datasets that feed your ML and analytics pipelines.
Humanloop
Prompt management + evals for collaborative AI teams.
Lovable
Chat-driven app builder that turns natural-language prompts into deployable full-stack web apps.
Ludwig
Declarative, YAML-driven deep learning framework for fine-tuning LLMs and multi-modal models without writing training loops.
OpenAI Playground
OpenAI's official browser sandbox for prompting, tuning, and testing every model on the platform before you ship API code.
Athina AI
Collaborative LLM evaluation and observability platform for teams shipping AI features to production.
Mastra
Open-source TypeScript framework for building, deploying, and observing AI agents and workflows.
MLflow
Open-source platform for tracking, evaluating, and deploying ML models and LLM applications.
OpenAI Evals
OpenAI's open-source framework for benchmarking LLMs against a shared registry of evaluations.
Optuna
Open-source Python framework for automated hyperparameter optimization across any ML stack.
Ray Tune
Open-source Python library for distributed hyperparameter tuning at any scale.
Windsurf
AI-native IDE turned agent command center, now folded into Cognition's Devin lineup.
CAMEL-AI
Open-source Python framework for building multi-agent systems and synthetic data pipelines.
Civitai
Community hub for Stable Diffusion models, LoRAs, and AI-generated imagery with on-platform generation.
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Edge Impulse
End-to-end platform for training and deploying ML models on microcontrollers, sensors, and other edge hardware.
Fal.ai
Serverless GPU inference platform optimized for fast diffusion and generative media APIs.
Wren AI
Open-source GenBI semantic layer that lets AI agents query your warehouse in natural language with governed, accurate SQL.
DVC
Git-style version control for datasets, ML models, and experiment pipelines.
Fireworks AI
Production inference and fine-tuning platform for open-source LLMs, tuned for speed and enterprise economics.
LLM Stats
Live leaderboard and side-by-side comparison hub for 300+ frontier LLMs across reasoning, coding, and multimodal benchmarks.
RAPIDS
NVIDIA's open-source suite of GPU-accelerated drop-in replacements for pandas, scikit-learn, and NetworkX.
OpenCLI
Open-source bridge that hands your already-logged-in Chrome session to a CLI and AI agents.
FedML
Distributed training, fine-tuning, and serving platform with federated learning roots.
Kubeflow
Open-source toolkit for running the full ML lifecycle on Kubernetes.
MMagic
OpenMMLab's research-grade toolbox for image and video generation, restoration, and editing.
OpenRouter
Unified API gateway to 400+ LLMs from 70+ providers, with one OpenAI-compatible endpoint and automatic failover.
Sematic
Open-source Python-first orchestrator for ML training pipelines from laptop to cloud.
Beam
Serverless GPU infrastructure for AI workloads with sub-second cold starts and bring-your-own-cloud support.
Emergent Mind
AI-curated arXiv discovery layer that summarizes frontier papers and aggregates social discussion around them.
Geniusrise
Open-source framework for building, deploying, and scaling AI microservices across text, vision, and audio.
Kiln AI
Open-source workbench for building, evaluating, and fine-tuning AI agents across 190+ models.
mini-SWE-agent
A 100-line open-source coding agent that scores 74%+ on SWE-bench Verified.
OneKE
Open-source multi-agent framework for schema-guided knowledge extraction from documents.
Recommenders
Open-source Python library with classical and deep-learning algorithms for building recommendation systems.
Taskade
AI-powered workspace that turns natural-language prompts into apps, agents, and automated workflows.
Weco AI
Autoresearch engine that iteratively rewrites code to optimize against a numeric evaluation metric.
AlpacaEval
Automatic LLM evaluator and leaderboard that benchmarks instruction-following with length-controlled win rates.
Apache Mahout
Open-source ML framework pivoting toward scalable quantum computing primitives.
BGE (BAAI General Embedding)
Open-source embedding and reranker models from BAAI that anchor a huge share of production RAG stacks.
GPT for Sheets
Bulk AI prompts inside Google Sheets, Docs, Slides, Forms and Gmail with 50+ frontier models.