skip to content- 2026-07-17
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Kimi K3: Benchmarks, Pricing, and Open-Weights Status
Kimi K3 is Moonshot's 2.8T flagship with 1M context, source-labeled benchmark evidence, $3/$15 API pricing, and open weights still pending until July 27, 2026.
- 2026-07-02
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Fable 5 Returns as Claude Sonnet 5 Becomes Default
Fable 5 is back with tighter safeguards while Sonnet 5 becomes Claude's default. Here is the practical routing and cost decision.
- 2026-07-01
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AI Agents
Navigate the AI agent landscape: autonomous platforms that run independently, coding assistants that amplify your workflow, and the models that power them all.
- 2026-07-01
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Claude Sonnet 5 Guide
Claude Sonnet 5 pricing, 1M context, API migration changes, tokenizer cost implications, availability, and source-labeled launch evidence.
- 2026-06-28
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GPT-5.6 Sol, Terra, and Luna Guide
GPT-5.6 Sol, Terra, and Luna pricing, preview access, benchmark evidence, caching, and deployment caveats as of June 28, 2026.
- 2026-06-28
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GPT-5.6 Sol Preview: Access and Agent Risks
GPT-5.6 Sol is a restricted API and Codex preview shaped by a government request. Check access, agent risks, pricing, and safeguards before routing work.
- 2026-06-20
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GLM-5.2: July Value Coding Pick
GLM-5.2 is the July best value coding model to test: 1M context, AA Index 51, $1.40/$4.40 API pricing, and Opus 4.8 comparison math.
- 2026-06-20
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Kimi K2.7 Code: Coding Model Guide
Kimi K2.7 Code is Moonshot's cheaper routine coding lane after K3: 256K context, base/HighSpeed pricing, source-labeled benchmark deltas, and eval caveats.
- 2026-06-05
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LLM App-Hacking Field Test: $1,500 Takeaways
A cautious read of Kasra Rahjerdi's informal $1,500 field test on whether LLM agents could exploit a deliberately vulnerable app.
- 2026-06-01
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MiniMax M3: Value Coding Model Guide
MiniMax M3 is a value coding model candidate with 1M context, multimodal input, Token Plan economics, and vendor-reported benchmark strength. Test it before replacing premium lanes.
- 2026-05-18
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GLM-5.1: Prior Low-Cost Coding Model Guide
GLM-5.1 is Z.AI's prior low-cost coding model context. Use GLM-5.2 for the current 1M-context GLM coding-model guide.
- 2026-05-18
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Z.AI GLM Coding Plan: July Value Pick
Z.AI's GLM Coding Plan gives supported coding tools the July GLM-5.2 value lane to test. Pricing, quotas, benchmark signals, referral disclosure, and caveats.
- 2026-05-03
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Smart Spend Guide
July 2026 AI value-stack guide: test Claude Sonnet 5 before Opus API prices, keep GLM-5.2 as the low-cost supported-tool lane, and treat Kimi K3 as a measured escalation.
- 2026-03-02
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OpenClaw Provider Policy Check 2026: Complete Guide
Find out if your AI provider allows OpenClaw usage. 10-second status check for Anthropic, Google, OpenAI, Kimi, and 10+ providers with migration paths if you're at risk.
- 2026-02-19
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Anthropic OAuth Policy Feb 2026: What Changed
Anthropic's official Claude Code compliance docs explicitly prohibit OAuth tokens in third-party tools, including the Agent SDK. Here's what's new, why OpenCode broke, and where the OSS ecosystem goes next.
- 2026-02-17
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UltraThink → UltraQuiet: Why Devs Want Receipts
Claude Code started hiding file paths and search details behind Ctrl+O. Here's a working fix: the AGENTS.md Audit Ledger pattern.
- 2026-02-15
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Kimi Claw: Managed OpenClaw Guide
Current Kimi Claw guide covering managed OpenClaw deployment, K2.6 Thinking, membership requirements, credits, and security tradeoffs.
- 2026-02-12
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From Phone to Live Site in 10 Minutes: Kimi's Website Builder
How to generate production landing pages entirely from mobile using Kimi k2.5's website builder agent. Complete workflow with prompt templates and live demo.
- 2026-02-11
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Vibe Coding Lessons (2023-2026): A Production Playbook
What changed from speed-first AI drafting in 2023 to verification-first publishing in 2026, with a practical playbook for durable authority.
- 2026-02-07
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AGENTS.md: One File That Makes Agents Behave
A practical guide to AGENTS.md and CLAUDE.md—why they work, how to write them, and copy-paste templates for Markdown projects, Python, and TypeScript.