AI evolution: From chatbots to autonomous 'agentic' systems that execute tasks

·6 views

The AI industry is transitioning from basic prompt-response chatbots to autonomous 'agentic' systems. These systems act as digital workers capable of planning, using tools, maintaining memory, and self-correcting to complete tasks independently. Key capabilities include breaking complex goals into steps, calling external APIs and databases, and debugging their own code errors. The field is now advancing toward multi-agent orchestration, where specialized agents collaborate under supervision to handle larger workflows.

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)

Guide proposes worksheet method to test TLS certificate rotation across endpoints

A DEV Community article provides a worksheet for testing TLS certificate rotation across termination points. It advises treating each stage of a certificate deployment as a separate observable condition. The method starts by identifying all endpoints that terminate TLS for a hostname. The worksheet is an operational proposal to help ensure new certificates are correctly loaded and served. The article includes a Bash example using OpenSSL for testing connections.

0 comments Read more at DEV Community

ProgrammingDEV Community ·

Developer details creation and design challenges of browser-based Fruit Merge Game

A developer recently created a browser-based puzzle game called Fruit Merge Game, where players combine matching fruits. The development process revealed unexpected complexity in perfecting the game's physics to make fruit movement feel natural and strategic. The game includes multiple evolution routes and tools to add depth beyond the simple merging mechanic. The developer focused on making the game instantly playable online without downloads or accounts, while ensuring performance across different devices.

0 comments Read more at DEV Community

ProgrammingDEV Community ·

Developer finds learning math in parallel improves DSA problem-solving intuition

A developer reports that studying Data Structures and Algorithms alongside mathematical banking concepts has significantly improved their learning process. They note that spaced revision and comparing multiple solution approaches has enhanced their coding intuition. The developer observes that their notes have transformed from external references into personal understanding. They intend to continue this combined study to see further compounded benefits.

0 comments Read more at DEV Community

ProgrammingDEV Community ·

Track startup funding via SEC Form D filings using Python automation

SEC Form D filings provide early, detailed data on private company funding rounds that often precedes public announcements. This method reveals funding amounts, company details, and executive information not always disclosed through traditional platforms. The process involves filtering out non-startup entities like investment funds and handling technical aspects like API rate limits. A Python script automates extraction of this data into usable formats for sales, recruiting, and investment analysis. The tool focuses on operating companies that raised significant capital within specified timeframes.

0 comments Read more at DEV Community