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Modal Blog
We share some insights about serverless computing, and the problems that we solve along the way.
Distributed systems / cloudAI / MLDevOps / SRE / infrastructure
- Posts
- 153 from 15 Jun 2023 to 23 Oct 2026
- Posting
- weekly (71 in the last year)
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- company blog
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2026 63
- Launching a trillion-parameter model at Sakana AI
- Introducing our Training API
- Get started with LLM training on Modal
- Serverless routing made sticky
- NVIDIA Vera CPUs double throughput for Modal Sandboxes
- How Legora runs 2,000 parallel agent evals on Modal Sandboxes
- Building fast filesystems for VMs
- Augment Your LiveKit Agent with Modal GPUs
- Muse Spark Open is now available on Modal
- Modal crosses $1B in Annualized Run Rate and raises $750M Series D
- Toward RL on mixed-precision, mixed-accelerator samplers
- Endpoint Candidates: evaluate and promote inference endpoints
- TypeSafe AI scales Jev to trillions of tokens in three days on Modal
- Modal Clusters are generally available
- VM Sandboxes: Full computers for agents
- Runtime Roundup: VM Sandboxes, Multi-node clusters, and more
- Sidecars: A low-latency trust boundary for Sandboxes
- Quail: Speeding up AI-SQL by jointly optimizing query planner and inference engine
- How to serve trillions of tokens for trillion-parameter coding agents
- Product updates: Sandbox Sidecars, new models, a refreshed dashboard, and more
- One compute platform for end-to-end training at Markov Robotics
- Modal is expanding in Europe with our new London office
- How Botika runs full-stack generative AI on Modal
- Qwen3.8-2.4T-A95B now available on Modal
- Bringing serverless functions closer to the speed of wire
- A note on the Hugging Face agent incident
- Kimi K3 by Moonshot now available on Modal
- Devin Outposts on Modal
- Scaling to 1 million concurrent sandboxes in seconds
- Inkling by Thinking Machines now available on Modal
- Modal is a computer
- How to price serverless GPUs
- Multi-token Residual Prediction
- Anthropic integration with Modal brings scalable compute to Claude Science
- Modal's serverless Servers
- Achieve state-of-the-art inference latencies with speculative decoding
- Introducing Modal Auto Endpoints: Optimized inference you actually own
- Unpacking sandbox startup latency: why started ≠ ready
- Speculation Is All You Need
- Product updates: VM Sandboxes, Lower latency routing, RBAC, and more
- Making FlashAttention-4 faster for inference
- Reinforcement learning is an infrastructure problem
- Role-Based Access Control for humans and agents
- Modal's Series C: Raising $355M at a $4.65B valuation
- Scaling reinforcement learning at Applied Compute
- Introducing Claude Managed Agents with Modal Sandboxes
- How we achieved truly serverless GPUs
- Boosting multimodal inference performance by >10% with a single Python dictionary
- Building an RL theorem-proving workflow on Modal
- Building with Modal and the OpenAI Agents SDK
- Autoscaling Autoresearch: Give your agents elastic GPUs on Modal
- Butter is joining Modal
- Real-time inference for robots at Physical Intelligence
- Product Updates: RTX Pro 6000 Blackwell, Command K, Sandbox FS API and more
- Runway chooses Modal to power real-time inference for Runway Characters
- How Doppel eliminated ML infrastructure tax with Modal
- Product Updates: Directory Snapshots, GLM-5, billing updates and more
- Accelerating AI research that accelerates AI research
- Directory Snapshots: Resumable project state for Sandboxes
- How Ramp built a full context background coding agent on Modal
- Try GLM-5.1, the new frontier of open intelligence, on Modal
- Product Updates: Modal in AWS & GCP marketplaces, Sandbox improvements, and more
- Seamless computational bio at Chai Discovery
2025 47
- Keeping 20,000 GPUs healthy
- Modal + Mistral 3: 10x faster cold starts with GPU snapshotting
- Agents need good developer experience too
- How Reducto improved enterprise-scale document processing latency by 3x
- Host overhead is killing your inference efficiency
- How Decagon shipped real-time voice AI on Modal
- One-second voice-to-voice latency with Modal, Pipecat, and open models
- Product updates: Updates to Volumes, JS and Go SDKs, and more
- Modal + Datalab: Deploy high-throughput document intelligence in <5 minutes
- Announcing our $87M Series B
- We reverse-engineered Flash Attention 4
- Justin Dignelli joins Modal as VP of Sales
- Build an AI coding platform that scales to millions of monthly sessions
- Product updates: Modal Notebooks, sandbox idle timeouts, and more
- Inside Modal Notebooks: How we built a cloud GPU notebook that boots in seconds
- Introducing Notebooks
- How Zencastr transcribed hundreds of years worth of audio in just a few days
- Product updates: GPU memory snapshots, notebooks, service tokens, and more
- GPU Memory Snapshots: Supercharging sub-second startup
- What is an AI code sandbox?
- Transcribe speech 100x faster and 100x cheaper with open models
- Dollars per token considered harmful
- Product updates: Multi-node training clusters, B200 and H200s, and Client 1.0 release
- Jamsocket is joining Modal
- How Modal powered 250,000 Lovable app creations in a weekend
- How we used evals and inference-time compute scaling to generate beautiful QR codes that actually work
- How Quora uses Modal to run thousands of Python sandboxes simultaneously
- Run FLUX.1-dev three times faster
- Introducing: Modal 1.0
- Introducing: B200s and H200s on Modal
- Twirl is joining Modal
- Introducing Modal Batch: Process 1 million jobs with 1 line of code
- Modal's serverless KV store gets its limit raised to infinity
- Linear programming for fun and profit
- Modal SDKs for JavaScript and Go (alpha)
- How Lemon Slice built real-time generative video with Modal and Daily
- How sync. uses Modal to lipsync 100 hours of video a day
- Product updates: Running batch jobs with 1M inputs, ephemeral apps, and a new TensorRT-LLM example
- Our first brand campaign
- Product updates: Price drops, brand refresh, and image-to-video example
- 'I paid for the whole GPU, I am going to use the whole GPU': A high-level guide to GPU utilization
- We open sourced the GPU Glossary
- Product updates: Logs v2, live container profiling, and region selection on all plans
- Memory snapshots: Checkpoint/restore for sub-second startup
- Product updates: L40Ss, proxy auth tokens, and sandbox disk snapshotting
- Modal Sandboxes are generally available
- Modal is SOC 2 Type II compliant
2024 39
- Product updates: memory snapshotting, OIDC, async job queues & more
- Introducing: L40S GPUs on Modal
- What is LLM fine-tuning?
- Dogfooding Modal: What we learned at our internal hackathon
- How a top tier European soccer team sped up their data processing and reduced costs by 50%
- WireGuard at Modal: Static IPs for serverless containers
- Press release: Modal signs strategic collaboration agreement with AWS to deliver accelerated generative AI solutions
- How OpenArt scaled their Gen AI art platform on hundreds of GPUs
- Product updates: Static IP proxies, Slack integration, live usage dashboard & more
- Tidbyt is joining Modal
- The future of AI needs more flexible GPU capacity
- Hybrid search over California embeddings with Modal, MongoDB, and Clay
- How Contextual AI automated CI with Modal GPUs
- Boost your throughput with dynamic batching
- Building a cost-effective analytics stack with Modal, dlt, and dbt
- Product updates: Rollbacks, batching, sandbox tunnels & more
- Modal supports HIPAA compliance
- Inside the Modal code playground
- GPU prices are falling...
- Beat GPT-4o at Python by searching with 100 dumb LLaMAs
- Product updates: Datadog integration, lower function latency & more
- Competitive prompt engineering
- Run GPU jobs from Airflow with Modal
- How to catch crypto miners using syscall signatures
- How Hunch supercharged AI workflows with Modal Sandboxes
- Create an infinite icon library by fine-tuning Stable Diffusion
- Why Substack moved their AI and ML pipelines to Modal
- Introducing: Region selection
- Product updates: Cloud buckets, Okta SSO & more
- Beating proprietary models with a quick fine-tune
- Why you should move your ETL stack to Modal
- Modal named to 2024 Enterprise Tech 30 list by Wing
- How Ramp automated receipt processing with fine-tuned LLMs
- Lambda on hard mode: Inside Modal's web infrastructure
- Introducing: WebSockets on Modal
- How Suno shaved 4 months off their launch timeline with Modal
- Product updates: WebSocket support, interactive commands & more
- Introducing: H100s on Modal
- Embedding English Wikipedia in under 15 minutes