Claude Code Runs About $13 Per Developer Daily, While Agent Teams Consume Nearly Seven Times the Tokens
Anthropic docs report 90% of users under $30 daily; Claude Code averages $13, and agent teams can consume far more tokens than typical usage.
AI Agents in Practice
AI agents promise to do multi-step work on their own. This topic looks at what actually works today: real automations, no-code agent builders, coding agents and the guardrails you need before letting an agent touch your email, files or spreadsheets.
Unveiling ChatGPT for Excel along with fresh financial data connections
OpenAI announced ChatGPT for Excel plus new financial application integrations, both powered by GPT-5.4. The features let analysts build models, generate formulas, and run research directly inside Exc…
OpenAI unveils its Frontier Alliance Partners program
OpenAI has announced its Frontier Alliance Partners program, designed to help enterprises move from small AI pilots to reliable, secure, and scalable agent deployments in production. The initiative ad…
Tackling cyber threats 100 times faster using OpenAI
Outtake, an AI security company, built its platform on OpenAI's GPT-4.1 and o3 models. GPT-4.1 handles interpreting logs and alerts, while o3 reasons through complex, multi-step incidents. Its autonom…
Announcing new improvements to Codex
OpenAI's Codex update delivers major gains in speed and reliability, enhanced real-time collaboration, and stronger autonomous task handling. Available across terminal, IDE, web, and mobile, Codex now…
A Guide to Becoming Proficient in Voice Agents
This guide explains voice agents as AI systems using speech interfaces. It covers speech recognition, understanding, and synthesis, differences from text AI, and issues like speed, context, privacy, a…
Selecting the Best Agentic AI Framework for 2026 Using a Decision Tree
Choose 2026 agentic AI frameworks for production with a seven-step decision tree covering state, tools, guardrails, evaluation, cost, and deployment.
Building Agentic Memory with Databricks Lakebase
Databricks Lakebase beta provides managed agent memory, automating schemas, indexing, search, and isolation by sessions, threads, and users.
No-code personal agents, built on GPT-4.1 and the Realtime API
Genspark reportedly reached $36M ARR in 45 days by building no-code AI agents on GPT-4.1 and OpenAI's Realtime API instead of custom orchestration infrastructure. This article explains their strategy—…
Presenting OpenAI Frontier
OpenAI Frontier is an enterprise platform for building, deploying, and managing AI agents at scale. Its three pillars—shared context, onboarding with permission controls, and governance—let organizati…
Building an Agent: One Binary, Multiple Agents
Split one terminal coding agent into specialized helpers to reduce focus load, while managing context loss, duplicate work, and permission risks.
Build custom no-code voice agent workflows powered by GPT-4o
Retell AI is a no-code platform for building AI voice agents powered by OpenAI's GPT-4o and GPT-4.1. It lets businesses deploy conversational agents that answer calls, understand intent, and resolve r…
Supplement to the o3 and o4-mini system card: Codex
Codex is a cloud-based coding agent from OpenAI that handles complete development tasks—bug fixes, features, tests—while developers work in parallel. Powered by codex-1, an o3 model variant optimized …
GPT-5.3-Codex Technical Report
GPT-5.3-Codex is OpenAI's most capable agentic coding model, merging the frontier coding performance of GPT-5.2-Codex with the reasoning and professional knowledge of GPT-5.2. Designed for autonomy in…
Fueling scalable growth through OpenAI o3, GPT-4.1, and CUA
Unify is an AI-powered GTM platform that automates prospecting, research, and personalized outreach by combining three OpenAI models: o3 for reasoning and account qualification, GPT-4.1 for drafting n…
AI agent benchmarks such as SWE-Bench, GAIA, WebArena, and others are explained.
AI agent benchmarks test multi-step tool use; SWE-Bench, GAIA, and WebArena scores are signals, not production guarantees.
Presenting the SWE-Lancer benchmark
The Remote Labor Index benchmark evaluates whether frontier AI models like GPT-5 and Claude Sonnet 4.5 could earn $1 million completing real freelance coding jobs from Upwork-style platforms. Results …
Announcing the ChatGPT program designed for small businesses
OpenAI has launched ChatGPT for Small Businesses, a program helping entrepreneurs build practical AI skills, automate repetitive tasks, and grow their operations. Built around three pillars—training, …
Python-Based Learning Roadmap for LLM Application Development
A Python roadmap for LLM apps: call APIs, craft prompts, add RAG, build agents, and use MCP while managing reliability, security, and cost.
Automating 90% of finance and legal tasks using AI agents
Hebbia, an AI platform built for finance and legal professionals, launched a deep research feature powered by OpenAI models that reportedly automates about 90% of manual document work. Unlike generic …