Stochastic Sandbox

12 posts
NOV 11, 2026 Office Hours

Office Hours — How do I prevent an AI agent from hallucinating tool calls and wasting tokens on actions that don't exist?

A daily developer question about AI/LLMs, answered with a direct, opinionated take.

NOV 11, 2026 The Daily Signal

The Daily Signal — November 11, 2026

Top 15 AI reads from the last 24 hours, curated from indie blogs, Substacks, and research.

NOV 10, 2026 Deep Dives

API Rate Limits Compared: Every Major LLM Provider (November 2026)

API rate limits for every major LLM provider — November 10, 2026. Side-by-side tables for OpenAI, Anthropic, Google, Groq, xAI, DeepSeek, Mistral, Cerebras, SambaNova, and more.

NOV 10, 2026 Deep Dives

LLM Token Costs and Efficiency: A Practitioner's Guide (November 2026)

LLM token costs across 15+ providers: per-token pricing, caching mechanics, batch discounts, model routing, and cost optimization for November 2026.

NOV 10, 2026 Office Hours

Office Hours — What silent bugs have AI coding agents introduced into your production code, and how do you prevent them?

A daily developer question about AI/LLMs, answered with a direct, opinionated take.

NOV 10, 2026 The Benchmark

The Benchmark — FLORES-200

A plain-English explainer of one AI evaluation benchmark: what it measures, how it works, and when to trust it.

NOV 10, 2026 Deep Dives

Token-Based Rate Limiting for LLM APIs

How token-aware rate limiting works for LLM APIs: sliding windows, token budgets, adaptive throttling, and implementation patterns across API gateways…

NOV 10, 2026 The Daily Signal

The Daily Signal — November 10, 2026

Top 15 AI reads from the last 24 hours, curated from indie blogs, Substacks, and research.

NOV 9, 2026 Office Hours

Office Hours — What are the core principles for building reliable agentic coding systems that can autonomously modify codebases?

A daily developer question about AI/LLMs, answered with a direct, opinionated take.

NOV 9, 2026 The Stack

The Stack — Kensho

A technical teardown of Kensho: the models, infrastructure, and engineering decisions behind the product.

NOV 9, 2026 The Daily Signal

The Daily Signal — November 9, 2026

Top 15 AI reads from the last 24 hours, curated from indie blogs, Substacks, and research.

NOV 8, 2026 Office Hours

Office Hours — What are the most common gotchas when integrating LLM-powered code generation into existing CI/CD pipelines?

A daily developer question about AI/LLMs, answered with a direct, opinionated take.

744 posts

NOV 2 – NOV 8

Nov 8, 2026 Office Hours — What are the most common gotchas when integrating LLM-powered code generation into existing CI/CD pipelines? Office Hours Nov 8, 2026 This Week in SF AI — November 8, 2026 This Week in SF AI Nov 8, 2026 The Daily Signal — November 8, 2026 The Daily Signal Nov 7, 2026 Office Hours — How do you structure prompts and guardrails to reliably prevent an AI agent from attempting actions outside its intended scope? Office Hours Nov 7, 2026 The Daily Signal — November 7, 2026 The Daily Signal Nov 6, 2026 Library of the Week — Rivet Library of the Week Nov 6, 2026 Office Hours — When building multi-agent systems, what are the failure modes you've encountered and how do you prevent agents from taking unintended actions? Office Hours Nov 6, 2026 The Daily Signal — November 6, 2026 The Daily Signal Nov 5, 2026 Builders Spotlight — Text Generation Inference Builders Spotlight Nov 5, 2026 Office Hours — What minimum hardware specs do you actually need to run capable open-source LLM models locally for agent development? Office Hours Nov 5, 2026 Paper of the Week — SafeStart: Mitigating the Overlooked Safety Cost of Active Expert Reduction in MoE LLM Serving Paper of the Week Nov 5, 2026 The Daily Signal — November 5, 2026 The Daily Signal Nov 4, 2026 Office Hours — How has using AI coding assistants actually changed the types and frequency of bugs you're seeing in production? Office Hours Nov 4, 2026 The Prompt Lab — Modality Switching The Prompt Lab Nov 4, 2026 The Daily Signal — November 4, 2026 The Daily Signal Nov 3, 2026 Office Hours — What specific architectural patterns work best for building AI agents that need to take autonomous actions without constant human supervision? Office Hours Nov 3, 2026 The Benchmark — ROUGE (Recall-Oriented Understudy for Gisting Evaluation) The Benchmark Nov 3, 2026 Token-Based Rate Limiting for LLM APIs Deep Dives Nov 3, 2026 The Daily Signal — November 3, 2026 The Daily Signal Nov 2, 2026 Office Hours — How do you effectively manage and evict old tokens from an LLM's context window to stay within token limits while preserving important conversation history? Office Hours Nov 2, 2026 The Daily Signal — November 2, 2026 The Daily Signal