Topic
AGENT INFRASTRUCTURE
All blog posts, tools, and guides about Agent Infrastructure from Developers Digest.
20 resources - 20 posts
Blog Posts
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OpenAI's Misalignment Reports Are an Agent Operations Signal
OpenAI's model-misalignment reporting framework doubles as an agent operations template: incident intake, severity labels, and evidence-led disclosure.
8 min read
Hermes Agent Gains Vercel AI Gateway and Sandbox Backends: The Agent Stack Goes Plug-and-Play
Hermes Agent now supports Vercel AI Gateway and Vercel Sandbox. What shipped, how to switch, and why agent infrastructure is going bring-your-own.
5 min read
Cloudflare Folds Workers AI Into AI Gateway: One Control Plane for Every Model Provider
Cloudflare is merging Workers AI and AI Gateway into one control plane with a unified /ai/ API, default gateways and shared credits. What changes for you.
6 min read
Chat SDK Adds Durable Approvals: Agent Workflows That Wait For a Human
Vercel Chat SDK durable approvals pause a Workflow SDK run until a human clicks Approve in chat, with one requestApproval call and a wait that survives deploys.
6 min read
DeepSeek V4 Flash Is 90% Off Through Novita on Vercel AI Gateway: The Cost Math
DeepSeek V4 Flash via Novita on Vercel AI Gateway was 90% off for Pro customers through August 11. The before/after cost math and the provider-pinning setup.
6 min read
The v0 API Is GA: Vercel Just Made Its App-Building Agent a Headless Service
The v0 API is GA: send a prompt to Vercel's app-building agent, get a running app with an embeddable preview URL, then deploy it to Vercel in one more call.
6 min read
Vercel AI Gateway Adds Team and Project Spend Budgets: The Cost-Cap Math for Agent Builders
Vercel AI Gateway spend budgets now cover teams and projects, with hard dollar limits, 50/75/100% email alerts and CLI defaults. How the three scopes compose.
5 min read
Harness Handbook Shows the Missing Map for Coding Agents
Harness Handbook maps coding-agent behavior to code evidence. Why code search falls short when one behavior spans prompts, tools, state and permissions.
8 min read
Image Token Compression Is a Real Agent Cost Lever
Image token compression cuts agent costs by rendering bulky context as images, but it is lossy. Where to use it, the byte-safety rule, and the evals it needs.
8 min read
Agent Sandbox Architecture: How to Choose the Right Runtime Boundary
Agent sandbox architecture: how to pick a runtime boundary: filesystem isolation, network policy, secrets, snapshots and when shell access is overkill.
8 min read
Agent Workflows as Code: Why State Machines Beat Prompt Checklists
Agent workflows as code: why finite state machines with typed gates, validated evidence and controlled transitions beat prompt checklists for coding agents.
8 min read
Do AI Coding Agents Need Their Own Version Control?
Oak rebuilds version control for AI coding agents with virtual workspaces and branch-per-session flows. Why Git is awkward for agents and what Oak must prove.
8 min read
Agentic AI Reliability Is a Systems Problem
Agentic AI reliability is a systems problem. The Bayer and Thoughtworks PRINCE case study shows it comes from context routing, traces, evals and human review.
7 min read
AI Coding Agents Move the Bottleneck to Review Queues
AI coding agents move the bottleneck from code generation to review queues, CI minutes, environment reliability and merge discipline. What teams must fix next.
8 min read
Agent Evals Need Baseline Receipts
Agent evals need baseline receipts: Hex's data-agent lab compares candidates against stable production baselines, keeps evidence and judges changes by behavior.
8 min read
Agent Workspaces Need Filesystem Contracts
GitHub's latest agent workspace trend points at a boring but important primitive: agents need explicit filesystem contracts before they get more tools.
8 min read
Claude Agent SDK Credits End the Subscription Arbitrage
Claude Agent SDK credits split programmatic agent usage from subscription usage on June 15. What changed and how to budget agent work in separate lanes.
7 min read
Ruflo Is an Agent Meta-Harness. Treat the Star Count as a Warning Label.
Ruflo is an agent meta-harness for Claude Code and Codex with plugins, memory, swarms and MCP tools. What it adds, and how much harness you actually need.
8 min read
Six Paid Products in a Day: DD's Bet on Agent Infra for Small Teams
DD shipped six paid agent infra products for small teams in one day, at $20 a month each or $50 for the bundle. What each does and what is still alpha.
9 min read
10 Tools We Built for Agent Infrastructure
Ten private tools shipped overnight - observability, skills, hooks, prompts, and evals - aimed at the agent infrastructure gap small teams keep falling into.
11 min read
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