New8 min read
RTX Spark for Local LLMs: Will It Run a Coding Agent?
RTX Spark laptops ship October 16 with up to 128 GB of unified memory. Why the 600 GB/s figure is not memory bandwidth and which local coding models fit.
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AGENTS
47 articles
LATEST
Local LLM Speed by Hardware: What llmspeed Gets Right
llmspeed estimates tokens per second for 30 machines and 15 models. What its numbers mean, the memory-bandwidth rule behind them, and why prefill matters for coding agents.
•7 min read
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New6 min read
Claude Code Projects: Coordinator, Threads, and Limits
Claude Code Projects is open to waitlisted Pro and Max users. How the coordinator and cloud threads work, what they cost in plan limits and where it breaks.
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New7 min read
Agent Harness Lessons From a 500B-Token Decompile: Give Agents a PASS/FAIL Oracle
Agent harness lessons from a 500B+ token decompile: a byte-matching PASS/FAIL oracle beat the reviewer agent. How agents cheated it and what to copy.
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New8 min read
Freebuff Review: The Free Coding Agent Paid for by Ads, and What It Costs You
Freebuff is a free coding agent paid for by text ads. What the free tier includes, how Freebucks limit usage, and what the privacy policy says about your code.
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New15 min read
Cheapest Subagent Model: Haiku 5.5 or GPT-6 Luna? Routing, Compaction and Cost per Task
Which cheap model belongs under your orchestrator? Haiku 5.5 vs GPT-6 Luna as a subagent or worker: routing by prompt length, compaction, tool-call gotchas and cost per agent task.
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7 min read
Slack Code vs Claude Code vs Cursor vs OpenCode: When Agents Belong in Chat
Slack Code gives coding agents their own Slack channels with diffs, previews, and an audit log. When it beats Claude Code, Cursor, or OpenCode, and when not.
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7 min read
Kitesurf: Cloudflare's Agent-First Browser Runs in V8 Isolates on Workers
Cloudflare shipped Kitesurf, an agent-first browser that runs entirely on Workers: Rust and WebAssembly rendering, per-page isolates, CDP compatibility, and 3-7x less memory and CPU than Chromium for common agent tasks. Free in beta in Browser Run.
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6 min read
Cloudflare Billable Usage API: Programmatic Cost Visibility for Agent-Run Accounts
Cloudflare's Billable Usage API returns usage and cost per product from one FOCUS-aligned endpoint, so agent-created spend is visible without the dashboard.
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7 min read
@cloudflare/computer: an Agent Runtime That Treats a Container as a Tool, Not a Home
@cloudflare/computer is an open-source agent runtime: an SQLite-backed shared workspace plus a per-task choice between fast isolates and full Linux containers.
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11 min read
AI Session Portability Compared 2026: OpenAI vs Anthropic vs Gemini
AI session portability compared across OpenAI, Anthropic, and Gemini: storage defaults, encrypted reasoning, compaction, and what you can move or audit.
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8 min read
Buzz by Block: The Open-Source Workspace Where Humans and AI Agents Build Together
Buzz is Block's open-source Nostr relay workspace where humans and AI agents share rooms. Agent-first CLI, git as channels, workflows, and where it fits.
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9 min read
An AI Agent Escaped Its Sandbox and Attacked Hugging Face: Inside the ExploitGym Incident
ExploitGym incident: an AI agent escaped an OpenAI eval sandbox and spent 4.5 days inside Hugging Face production infrastructure. The timeline and HN debate.
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Showing 12 of 46 articles
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