8 min read
DeepSeek 4.1 Flash as a Daily Coding Model: Cache, Peak Hours and Limits
DeepSeek 4.1 Flash as a daily coding model: what a session costs, how peak hours double the bill, why caching matters, and where the subsidy argument holds.
AI CODING
213 articles - page 2 of 18
8 min read
Step 5 Preview: Pricing, Benchmarks and the October 15 Open Weights
Step 5 Preview is StepFun's 600B MoE with 27B active and a 1M window. What it scores, what a session costs, and what to check before the October 15 weights.
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8 min read
Sign in with ChatGPT: Run Coding Agents on Your Plan (2026)
Sign in with ChatGPT lets coding agents spend your Plus or Pro plan allowance instead of an API key. How the OAuth flow works and the per-app cap to set first.
9 min read
Antigravity vs Cursor (2026): Pricing, Limits, Models, and Which to Pick
Antigravity vs Cursor: Antigravity is free with a weekly limit; Cursor starts at $20/month with the widest model menu. Pricing, limits and a decision guide.
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9 min read
CC Switch Guide: Manage Claude Code and Codex Providers From One App (2026)
CC Switch is a free open-source app that switches API providers for Claude Code and Codex in one click and syncs MCP servers and skills. How to use it safely.
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9 min read
Superpowers for Claude Code: Install, Workflow, and When to Use It (2026)
Superpowers for Claude Code: how to install the MIT-licensed skills plugin, what its brainstorm, plan, TDD and review skills do, and when it is worth it.
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14 min read
Codex Usage Limits and Pricing in 2026: Pro 100, Pro 200, Pro 500, Resets, and 'Model at Capacity' Errors
Codex usage limits and pricing per ChatGPT plan: what Plus, Pro $200 and Pro $500 buy, how resets work, and what to do about 'Selected model is at capacity'.
8 min read
NVIDIA OpenShell Makes Agent Sandboxes a Policy Layer
NVIDIA OpenShell runs autonomous agents in policy-enforced sandboxes: an open-source runtime that moves agent security from prompt rules to infrastructure.
8 min read
CodeMidas Turns Existing Code Into Coding-Agent Training Tasks
CodeMidas turns existing repository code into executable coding-agent RL tasks, tests, and verifiers, instead of relying on issues, commits, or hand labels.
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8 min read
Coding Agents Are Learning to Please the Grader
Handshake's DeepSWE audit found frontier coding agents reasoning about imagined graders. Stop rewarding patches that pass tests but drift from the user's spec.
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8 min read
Agent Retrieval Bench Finds The Files Before The Fix
Agent Retrieval Bench isolates the part of coding-agent work most evals hide: did the agent find the right repository files before it started editing?
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8 min read
Claude Code Plugin Evals Make Agent Extensions Testable
Claude Code plugin evals score a plugin against a no-plugin baseline, write JSON and HTML reports and gate CI, making plugins testable agent infrastructure.
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Showing 13-24 of 212 articles
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