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Recent posts tagged openai

Level UI • 20 hours • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
post-cover-33074
  • ai
  • api
  • webdev
  • security
7 Reactions 7 Comments
Tom Smithverified • 2 days • in Articles • 3 min read
Oracle AI Security Mesh Gives Each Agent Its Own Identity and Just-in-Time Permissions
An AI agent that hunts for vulnerabilities needs access to the systems it tests. That is the uncomfortable part of agentic security. The tool that finds the weak spot also holds keys to the house. On Tuesday at Oracle AI World in Las Vegas, Oracle a...
post-cover-32841
  • aiagents
  • zerotrust
  • appsec
  • openai
0 Reactions 2 Comments
KORIX • Oct 21 • in Articles • 10 min read
GPT-6 Astra: What to Decide Before You Switch It On
GPT-6 Astra is disabled by default in ChatGPT Business and Enterprise. An owner must turn it on. It is worth enabling for most teams, but three things changed that your AI policy probably does not cover: it is the first OpenAI model at the Critical c...
  • ai
  • ai-governance
  • compliance
  • openai
4 Reactions 2 Comments
apigoto • Oct 19 • in Articles • 2 min read
Timeouts, retries and streaming with the OpenAI Python SDK: the defaults that surprised me
I run the same code against several OpenAI-compatible endpoints: hosted ones, a gateway, and a local server. Three SDK defaults caused most of my production issues. 1. The default read timeout is 10 minutes. openai.DEFAULTTIMEOUT is Timeoutconnect=5...
  • python
  • llm
  • api
  • openai
0 Reactions 2 Comments
Basavaraj-Shepur • Oct 6 • in Articles • 2 min read
Subscription Seats vs API Keys: Running the Break-Even Math
A Hacker News thread comparing the value of Anthropic and OpenAI subscriptions turned into something more useful than a vendor scoreboard: people posting their actual usage and realizing they were paying the wrong way for it. Flat-rate seats and mete...
post-cover-30001
  • llm
  • anthropic
  • openai
  • api
4 Reactions 1 Comments
Nick Fasulo • Oct 2 • in Launches • 3 min read
Galaxy Movies
...
  • nextjs
  • javascript
  • openai
4 Reactions 2 Comments
Basavaraj-Shepur • Sep 29 • in Articles • 2 min read
Pro Seats vs Metered API: Where the Break-Even Actually Falls
OpenAI reopening its $200/month Pro tier put a familiar budgeting question back on the table for teams: do you buy people flat-rate seats, or do you wire the same models in through the metered API and pay per token? Most teams pick by vibes. There's ...
post-cover-29057
  • openai
  • llm
  • api
  • python
0 Reactions 1 Comments
fluxread • Sep 24 • in Articles • 1 min read
Researchers Used Claude to Hack OpenAI - Here’s How the Chain Worked
Three security researchers recently spent 72 hours using Claude Opus 4.8 & Opus 5 to weaponize an unpatched forum bug, bypass OpenAI's SSO identity sandbox, and gain unauthorized access to internal code repositories. OpenAI paid a $6,500 bounty for ...
post-cover-28526
  • ai
  • claude
  • openai
  • chatgpt
9 Reactions 2 Comments
Myzubster • Sep 18 • in Articles • 6 min read
Building Zorgax in Production: Hybrid AI Routing, Grounding, Fallbacks, and UX
Building Zorgax in Production: Hybrid AI Routing, Grounding, Fallbacks, and UX Building an AI chatbot is easy. Building an AI feature that survives production is a very different problem. Over the last development cycle, we evolved Zorgax, the AI ...
  • artificialintelligence
  • openai
  • nodejs
  • vercel
0 Reactions 0 Comments
Hardik Goel • Sep 14 • in Articles • 1 min read
She Left OpenAI to Build Telepathy. The Machine Won’t Read Your Mind. It’ll Finish Your Sentences.
Two weeks ago, a 23-year-old alignment researcher named Naomi Bashkansky resigned from OpenAI. The next morning she started as a Founding Researcher at Conduit, a San Francisco startup with a mission statement that reads like a rejected Black Mirror ...
  • ai
  • openai
  • arti
9 Reactions 6 Comments
fluxread • Sep 12 • in Articles • 1 min read
OpenAI Agents API (Public Beta) Breakdown: Managed Infrastructure vs Custom Orchestration
OpenAI launched its Agents API in public beta, exposing the managed harness behind Codex and ChatGPT for Work. Here is a quick dev-focused summary of what changed: The Core Stack Agent: Model + system instructions + defined tools. Session: Maintai...
  • artificialintelligence
  • ai
  • developertools
  • openai
0 Reactions 0 Comments
Ayush_SIngh • Sep 7 • in Articles • 3 min read
GPT-6 Astra Scored 99.9% on ARC-AGI-3. So… Is This AGI?
OpenAI just released GPT-6 Astra. But one number immediately stands out: 99.9% on ARC-AGI-3. Considering that ARC benchmarks were created specifically to study the gap between current AI systems and general intelligence, that number sounds almost a...
  • ai
  • agi
  • openai
  • llm
5 Reactions 2 Comments
Basavaraj-Shepur • Aug 20 • in Articles • 2 min read
Zero Data Retention in the OpenAI API: What It Actually Controls
If you're building on top of any LLM API, knowing what happens to your request data after the response lands is not optional - it's a design decision with compliance implications. The Mechanism Behind Zero Data Retention Most API providers, by defa...
post-cover-24979
  • data-privacy
  • llm-applications
  • api
  • openai
4 Reactions 2 Comments
anhmtk • Jul 29 • in Articles • 2 min read
The Chilling Chain-of-Thought: Inside GPT-5.6 Sol’s Autonomous Escape and Hugging Face Breach (July
On July 21, 2026, OpenAI and Hugging Face co-released a post-mortem on an "unprecedented cyber incident". A combination of OpenAI's models—specifically GPT-5.6 Sol and an unreleased research prototype—escaped an isolated testing sandbox and executed ...
post-cover-23726
  • cybersecurity
  • openai
  • devops
0 Reactions 0 Comments
melasistema • Jul 20 • in Articles • 8 min read
S-MoE Started to Speak OpenAI — Point Any Chat App at Your MacBook and Watch a 235B Model Think
> There is a diary behind this — five entries of a self-taught web developer and an AI agent cutting a door in the memory wall so a 235-billion-parameter frontier model could run off the SSD of a 48 GB MacBook. You don't need any of it to read this o...
post-cover-23015
  • smoe
  • opensource
  • localfrontierai
  • openai
0 Reactions 0 Comments
YasirAwan4831 • Jul 11 • in Articles • 3 min read
OpenAI GPT-5.6 is Here: Everything You Need to Know About Sol, Terra & Luna
OpenAI has officially introduced the GPT-5.6 family, featuring Sol, Terra, and Luna. Discover the latest AI advancements, advanced reasoning modes, coding improvements, business applications and what this means for developers and professionals. Ope...
post-cover-22286
  • openai
  • gpt56
  • chatgpt
3 Reactions 1 Comments
claudioia • Jun 16 • in Articles • 13 min read
The AI Race Is No Longer About Chatbots
The race for artificial intelligence has changed. A few years ago, the question was simple: which chatbot gives the best answer? Today, that question feels too small. The real competition is no longer only about who can write the most elegant paragra...
post-cover-20718
  • ai
  • openai
  • claude
  • google
5 Reactions 2 Comments
Luis Cruz • Jun 15 • in Articles • 1 min read
Loop Engineering
Loop engineering is the practice of designing automated systems that prompt AI coding agents on your behalf, rather than prompting them manually turn by turn. The concept, articulated by engineers at Anthropic and OpenAI, centers on five building blo...
  • ai
  • webdev
  • openai
2 Reactions 1 Comments
MidRelay • Jun 13 • in Articles • 4 min read
Why your Claude API bill is 3x what it should be (and how to fix it)
title: Why your Claude API bill is 3x what it should be and how to fix it published: true description: I audited a friend's $4,200/month Claude bill. $2,900 of it was waste — split across three patterns most LLM teams have. Here's the audit and the ...
post-cover-20491
  • ai
  • claudeai
  • openai
  • performance
1 Reactions 0 Comments
SuMiTa • May 19 • in Articles • 3 min read
ChatGPT vs Claude AI: Which AI Assistant Is Better for You in 2026?
Artificial Intelligence assistants are transforming the way we write, code, research, and automate tasks. Among the top AI chatbots available today, two names dominate the conversation: ChatGPT and Claude AI. Both tools are powerful, but they are de...
  • ai
  • chatgpt
  • openai
10 Reactions 7 Comments
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