#weekly usage limit
145 related articles
·5 min
Maximizing Codex Weekly Quota: A Complete Guide to Goal Commands and Long-Running Agent Configuration
Master Codex's Goal command mechanism. Use five standard project settings—agents.md, context.md, active-context and more—to solve context forgetting and hallucination in long-running Agents and maximize your weekly quota.
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·3 min
Perplexity Pro Quota Plummets to 10 Queries a Day: User's Complaints Met With Customer Support Silence
A user who got Perplexity Pro via Revolut Metal found their premium quota slashed from the promised hundreds a day to just 10, with support silent after a 48-hour promise. A deep dive into AI subscription opacity and third-party channel disputes.
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·4 min
In-Depth Comparison of 4 AI Coding Tools: Cursor, Claude Code, Codex, and Opencode — Which Is Worth Buying?
A real-world review of subscribing to Cursor, Claude Code, Codex, and Opencode simultaneously. Compare quotas, model capability, and value to find your ideal AI coding subscription.
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·5 min
Hands-On Test of GPT-5.6's Three Models Sol/Terra/Luna: How Good Are Their Coding Skills?
OpenAI released three GPT-5.6 models—Sol, Terra, Luna—and merged ChatGPT with Codex to launch Work mode. This hands-on review tests coding, game dev, and PPT creation, revealing one-click deployment wins alongside aesthetic and efficiency flaws.
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·5 min
Zero-Dependency AI Decision Record Auditor: A Practical Guide to Building Traceable AI Systems
An in-depth analysis of the zero-dependency decision record auditor: from AI compliance and incident postmortems to human-AI accountability, exploring how 'Governance as Code' enables traceable, transparent AI decision-making.
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·7 min
Grok 4.5 Launch: Coding AI Market Reshuffle, Anthropic Claims Half the Territory
Grok 4.5 launches at just $0.49 per task, 90% cheaper than rivals. Anthropic's Claude Code claims 50% of the AI coding market. SambaNova raises $1B. Read the latest AI market shifts.
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·3 min
GPT-5.6 Launches: Three New Models and Codex Officially Merges into ChatGPT
OpenAI launches GPT-5.6 with three models — Soul, Tola, and Luna — delivering benchmark scores 13 points ahead of Anthropic at 1/16th the cost, while merging Codex into ChatGPT to shift from ChatBot to Agent.
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·4 min
9 Proven Methods to Make Hermes Agent Actually Work for You
9 battle-tested methods from hundreds of hours with Hermes Agent: model selection (Opus/ChatGPT/GLM), multi-agent failover, cross-device coordination via Tailscale, and reverse prompting workflows.
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·3 min
Hermes Agent Stability Mega-Patch: Three P0 Fixes and a 60x Speed Boost Explained
Deep dive into Hermes Agent v2026.7.7.2: fixes for Cron silent kills, TUI context loss, and config corruption (3 P0 bugs), plus 60x faster WhatsApp install.
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·2 min
GLM-5.2 Spotted in Testing | Claude Fable 5 Launches: 4 Key AI Updates
GLM-5.2 spotted in testing, Anthropic launches Claude Fable 5, Moore Threads open-sources MusaCoder for domestic GPUs, and Google releases Gemini real-time translation.
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·7 min
Complete Guide to Training Small Models on Kaggle's Free Compute: GPU Quotas and Practical Tips
In-depth guide to Kaggle's free-tier compute: P100/T4 GPU with 30 hours/week quota, 12-hour sessions, suitable models like CNN and BERT fine-tuning, plus tips like mixed precision and checkpointing to start deep learning at zero cost.
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·7 min
Fable AI Coding in Practice: Optimizing Reasoning Levels and Multi-Model Collaboration to Save Money
Hands-on guide: Use Anthropic's Fable model to optimize AI coding workflows — control reasoning levels, leverage Claude-Codex multi-model collaboration, and cut costs from thousands to $150.
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·7 min
Fable AI Coding in Practice: Optimizing Reasoning Levels and Multi-Model Collaboration to Cut Costs
How developer Theo used Anthropic's Fable model to rebuild his AI coding workflow — controlling reasoning levels, multi-model routing with Codex, and sub-agent orchestration to cut costs from thousands to $150.
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·3 min
GPT Flagship Model Integrates with Codex: A Deep Dive into 750 Tokens/sec Inference Speed
OpenAI's top flagship model integrates with Codex, hitting 750 tokens/sec on Cerebras wafer chips. We break down MoE architecture, subscription changes, and open-source advances from Hunyuan and Longcat 2.0.
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·7 min
Building AI Agent Frameworks with TypeScript: The Core Development Paradigm for Full-Stack Developers
An in-depth look at why TypeScript is the top choice for AI Agent development: covering Zod structured output validation, LangGraph's graph state machine design, and a full learning path for front-end devs transitioning to full-stack AI.
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·6 min
Fable 5 vs GPT-5.6 Sol: Cost-Efficiency Redefines the Frontier AI Landscape
An in-depth analysis of the head-to-head between Anthropic's Fable 5 and OpenAI's GPT-5.6 Sol: the performance gap, the logic behind pricing strategies, and the concentration-of-power concerns raised by U.S. government involvement.
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·3 min
Google's AI Blitz: Gemini 3.5 Live Translate, NotebookLM Upgrades, and DiffusionGemma Explained
Google's packed AI week: Gemini 3.5 Live Translate, NotebookLM agentic upgrades, DiffusionGemma text diffusion, and Project Genie. A full breakdown of Google's latest AI moves.
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·4 min
Gemini Latest Updates: Voice-to-Image Generation and AI Empowerment for Small Businesses
Google Gemini's latest Drops update: real-time voice-to-image generation lowers creative barriers, plus new small business AI tools. A deep dive into multimodal AI strategy.
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·6 min
LangChain Open-Sources OpenWiki: Automatically Generate and Maintain AI-Readable Wikis for Your Codebase
LangChain open-sources OpenWiki, a tool that auto-generates and maintains AI-readable wiki documentation for codebases via a single command, powered by Git history and agents.md integration.
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Payload-Less Skills: The Hidden Supply…
·3 min
Payload-Less Skills: The Hidden Supply Chain Threat Targeting LLM Agents
Payload-Less Skills are a stealthy new attack targeting LLM agent supply chains — no malicious code required. Learn how they work and how to defend against them.
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