How Developers and Startups Can Access Free OpenAI API Credits in 2026

·1 views

New developer accounts on OpenAI receive $5 in free API credits, valid for three months, making them suitable for early prototyping. Early-stage startups can apply to the OpenAI Startup Program, which offers between $2,500 and $50,000 in free API credits to help build minimum viable products. Students can access free credits and developer tools through dedicated academic programs, including GitHub Copilot and partner API credits. Joining the Microsoft for Startups Founders Hub provides eligible founders with up to $150,000 in Azure credits, usable on Azure OpenAI services such as GPT-4o and DALL-E. These programs collectively offer multiple pathways for developers to build AI applications while minimizing initial costs.

Read the full story at DEV Community

This is an AI-generated summary. ShortSingh links to the original source for the complete article.

Discussion (0)

US Supreme Court Just Blew Up EU-US Data Transfers

Article URL: https://noyb.eu/en/us-supreme-court-just-blew-eu-us-data-transfers Comments URL: https://news.ycombinator.com/item?id=48728740 Points: 4 # Comments: 0

0 comments Read more at Hacker News

ProgrammingDEV Community ·

Five design rules that keep AI agents running reliably despite constant interruptions

Building long-running AI agents requires solving a core challenge: preserving meaningful state across frequent interruptions, reboots, or scheduled restarts that wipe working memory. The author recommends maintaining a single source-of-truth file, updated after every step, written as if the next reader has total amnesia. Before taking any action, the agent should re-verify real-world conditions rather than rely on remembered assumptions, since stale beliefs can corrupt ongoing work. Every action must also be designed to be safely repeatable, so an interruption mid-task results in a harmless retry rather than a broken state. Finally, work should be chunked into units small enough to complete within a single run, with outcomes persisted at each boundary so that being killed between steps carries no cost.

0 comments Read more at DEV Community

ProgrammingDEV Community ·

NetZero Tool Auto-Generates Kubernetes Network Policies Using Go and eBPF

A developer has open-sourced NetZero, a zero-configuration tool written in Go and C that automates the creation of Kubernetes NetworkPolicy files for zero-trust environments. The tool addresses a common pain point where manually writing network policies often leads to missed dependencies and production outages. NetZero uses eBPF to hook into the Linux kernel at the socket-connection level, capturing outbound traffic metadata such as PID, destination IP, and port with minimal overhead. A Go-based user-space layer then enriches this raw data by querying the host's /proc filesystem and performing reverse DNS lookups to map IPs to stable domain names. After a test run completes, the tool aggregates the observed traffic and exports a ready-to-use Kubernetes YAML manifest reflecting actual runtime behavior.

0 comments Read more at DEV Community

ProgrammingDEV Community ·

5 Python list behaviors that trip up developers in coding interviews

Python lists are among the first data structures developers learn, yet they remain a common source of errors in technical interviews and real-world coding. Key pitfalls include shallow copies sharing references to inner objects, the multiplication operator creating duplicate references rather than independent lists, and list.sort() returning None instead of a sorted list. Modifying a list while iterating over it can also cause elements to be silently skipped due to index shifting. Safer alternatives such as copy.deepcopy(), list comprehensions, and the built-in sorted() function help avoid these subtle bugs.

0 comments Read more at DEV Community