#long-running tasks
335 related articles
GPT-5.6 Trio Launches: Luna, Terra, an…
·3 min
GPT-5.6 Trio Launches: Luna, Terra, and Sol Built for Long-Running Agentic Tasks
OpenAI officially launches the GPT-5.6 family: Luna, Terra, and Sol, with 1M token context and a focus on long-running agentic performance. A deep dive into three-tier pricing, Agents' Last Exam results, the SWE-Bench Pro controversy, and new API features like programmatic tool calling and native multi-agent support.
Read more →
·3 min
Deep Dive into the /goal Command: The Ultimate Tool for Managing Long-Running AI Agent Tasks
A deep dive into the /goal command in Claude Code and Codex — covering positioning, real-world cases, and a three-element Prompt framework (Goal, Termination Condition, Constraint Rules) for stable long-running AI Agent tasks.
Read more →
·2 min
Moving State Out of Framework Memory: A Multi-Agent Architecture Refactoring Guide
Exploring how 70% of multi-agent memory is consumed by non-reasoning state, and a refactoring approach using email threads to replace framework memory for better token efficiency, auditability, and resilience.
Read more →
·2 min
BlackFlare: A Powerful macOS Menu Bar Tool for Managing Claude Code and Codex
BlackFlare is a native macOS menu bar app for Claude Code and Codex users. It keeps your Mac awake, sends task notifications, monitors usage, and switches configs—all running locally for privacy.
Read more →
·3 min
Baileys: A Deep Dive into the Open-Source WhatsApp Automation API That Requires No Browser
Deep dive into Baileys, a WebSocket-based WhatsApp Web API requiring no browser. Supports multi-device, chatbots, and group automation with low resource usage.
Read more →
·2 min
Claude Opus 5 Released: Performance Leap at Half the Price, the New Foundation for AI Agents
Anthropic releases Claude Opus 5 flagship model, delivering near-top-tier intelligence at half the price, focused on long-running Agents, coding, and professional work scenarios.
Read more →
·3 min
Athena: One-Click AI Orchestrator Agent for Building Ready-to-Operate E-commerce Businesses
Shoplazza launches Athena, an AI orchestrator agent that topped Product Hunt. It covers the full e-commerce chain—store setup, product sourcing, logistics, and ad campaigns—enabling solo entrepreneurs to build truly operational cross-border businesses.
Read more →
·2 min
Capsomnia: An Open-Source Tool That Uses Caps Lock to Prevent Mac Sleep When Closed
Capsomnia is a free open-source Mac sleep-prevention tool that turns Caps Lock into a physical switch, keeping MacBook awake with lid closed for AI agents, builds, and SSH sessions.
Read more →
·3 min
OpenComputer: Deploy Managed AI Agents with a Single Sentence — A Minimalist Launch Solution for Developers
OpenComputer is an AI agent managed deployment platform that gives you a live agent URL from a single description. This article analyzes its workflow design, market positioning, and security/cost considerations.
Read more →
·1 min
Pushary: The Efficiency Tool That Lets You Approve AI Agent Requests with One Tap from Your Phone Lock Screen
Pushary pushes AI Agent confirmation requests to your phone lock screen, supporting Claude Code, Cursor, and Gemini CLI with QR pairing, per-tool policies, and audit trails for one-tap approvals.
Read more →
·4 min
Infrastructure Architecture for Agent Applications: Four Core Patterns Explained
A deep dive into infrastructure architecture patterns for production-grade Agent applications, covering state persistence, sandbox isolation, LLM observability, and cost control.
Read more →
·4 min
Infrastructure Architecture for Agent Applications: Four Core Patterns Explained
Deep dive into infrastructure architecture patterns for production-grade Agent applications, covering state persistence, sandbox isolation, LLM observability, and cost control.
Read more →
·2 min
Three Major Updates to Gemini API Managed Agents: Free Tier, Cost Controls, and Scheduled Triggers
Google Gemini API Managed Agents launches three key updates: Free Tier for universal access, Cost Controls for budget safety, and Scheduled Triggers for automated execution.
Read more →
·3 min
Kimi K3 Launch: A 2.8 Trillion Parameter Flagship Model Makes Its Grand Entrance
Moonshot AI launches Kimi K3 with 2.8 trillion parameters and 1M token context. Google delays Gemini 3.5 Pro, AI coding tools upgrade collectively as competition shifts to coding and Agent capabilities.
Read more →
·4 min
Harness Engineering: The Core Infrastructure for Taking AI Agents from Demo to Production
Deep dive into Harness Engineering: why AI Agents need memory management, durable execution, guardrails & approvals to go from demo to production.
Read more →
·4 min
Harness Engineering: The Core Infrastructure for Taking AI Agents from Demo to Production
Deep dive into Harness Engineering: why AI Agents need memory management, durable execution, guardrails & approvals to reach production. Based on Scott Moss's workshop.
Read more →
·4 min
GPT-5.6 Value Maxing Practical Guide: From Token Stacking to Output Optimization Methodology
Deep dive into OpenAI GPT-5.6 Value Maxing strategies covering Sol/Terra/Luna model selection, KV cache optimization, Prompt compression, and programmatic tool calling to help developers achieve more output with fewer Tokens.
Read more →
·4 min
Fable 5 vs GPT-5.6: An In-Depth Head-to-Head Comparison of Two Top-Tier Coding Models
In-depth comparison of Fable 5 vs GPT-5.6 (Sol) for AI coding. Covering token efficiency, code quality, design, cost, and safety based on $10K+ real usage data.
Read more →
·4 min
Fable 5 vs GPT-5.6: An In-Depth Head-to-Head Comparison of Two Top-Tier Coding Models
In-depth comparison of Fable 5 vs GPT-5.6 (Sol) for AI coding. Real-world data on token efficiency, code quality, design capability, and cost from $10K+ testing.
Read more →
·3 min
The Next Evolution of Coding Agents: Letting the Brain Break Free from the Sandbox
Exploring the key evolution in coding agent architecture: separating the reasoning core from code execution environments to decouple control and execution planes.
Read more →