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This week in AI updates: GitHub Copilot SDK, Claude’s new structure, and extra (January 23, 2026)

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GitHub Copilot SDK now in technical preview

The SDK permits builders to embed agentic capabilities into their functions utilizing the identical execution loop utilized by the GitHub Copilot CLI. The SDK repository consists of setup directions, starter examples, and SDK references for the entire supported languages.

GitHub recommends beginning by defining a single job, similar to updating recordsdata or operating a command, and letting Copilot plan and execute steps whereas the applying provides domain-specific instruments and constraints.

Anthropic drafts new structure for Claude fashions

The structure is Anthropic’s imaginative and prescient for Claude’s values and habits. The principle sections on this up to date model embrace specs associated to helpfulness, ethics, security, nature, and pointers for find out how to deal with particular points, like medical recommendation or cybersecurity requests.

“The structure is an important a part of our mannequin coaching course of, and its content material immediately shapes Claude’s habits. Coaching fashions is a tough job, and Claude’s outputs may not at all times adhere to the structure’s beliefs. However we predict that the way in which the brand new structure is written—with an intensive clarification of our intentions and the explanations behind them—makes it extra prone to domesticate good values throughout coaching,” Anthropic wrote.

OpenAI provides age prediction to ChatGPT

The corporate introduced that it is going to be utilizing age prediction expertise on ChatGPT client plans to find out if a consumer is beneath 18.

“Age prediction builds on protections already in place. Teenagers who inform us they’re beneath 18 after they join mechanically obtain further safeguards to scale back publicity to delicate or probably dangerous content material. This additionally permits us to deal with adults like adults and use our instruments in the way in which that they need, inside the bounds of security,” OpenAI wrote in a submit.

GitLab’s Duo Agent Platform is now typically obtainable

GitLab has made its Duo Agent Platform typically obtainable, offering growth groups with agentic AI automation that has entry to a corporation’s full context, requirements, and guardrails.

The GA launch consists of Agentic Chat, offering context-aware help all through the GitLab platform. Agentic Chat builds on the beforehand launched Duo Chat, and brings in context from points, merge requests, pipelines, safety findings, and extra, and may carry out actions on a developer’s behalf.

For instance, within the Internet UI, Agentic Chat can create points, epics, merge requests, and spotlight key findings and create actionable steering primarily based on organizational context. Moreover, within the IDE, it may possibly generate code, configurations, and infrastructure-as-code, in addition to repair bugs, generate texts, and produce documentation.

Different methods Agentic Chat can be utilized are serving to builders perceive, configure, or troubleshoot CI/CD pipelines or create new ones, and on the safety entrance, it may possibly clarify vulnerabilities, assist with subject prioritization, and suggest fixes.

Codenotary updates its free SBOM scanning software with capabilities that higher assist AI apps

Codenotary is including new capabilities to its SBOM.sh service, which gives free evaluation of software program payments of supplies (SBOMs).

Based on the corporate, the updates have been made in consideration of AI functions, and the software now treats datasets as software program provide chain artifacts.

“Conventional SBOM instruments have been constructed for an earlier period – focusing totally on supply code to enhance visibility into the software program provide chain,” stated Moshe Bar, CEO and co-founder of Codenotary. “Safety groups are swimming in SBOMs, however they’re not getting the actionable readability they want — particularly as AI transforms software program with AI functions are constructed on datasets that are solely ignored by conventional SBOMs.”

Testlio launches new AI-powered QA evaluation answer

Testlio has introduced the discharge of a brand new AI-driven QA evaluation answer known as LeoInsights.

The brand new platform is powered by the corporate’s intelligence layer LeoAI Engine, which was educated on 13 years of testing knowledge, 2.6+ million take a look at instances, and 600,000+ units.

It might present govt summaries that includes key adjustments, rising dangers, and significant points, simplifying a number of QA reviews into one that may be shared with leaders.

LeoInsights additionally provides a price calculator that quantifies effectivity positive factors, value financial savings, and high quality affect, serving to QA groups higher exhibit their worth to management. The calculator can combination knowledge throughout workspaces, do situation modeling with adjustable inputs, and generate PDFs that may be shared with executives for budgeting and funding discussions.

New Relic provides monitoring for ChatGPT apps

New Relic clients will now have the ability to monitor their customized ChatGPT apps to make sure they’re delivering the supposed efficiency, reliability, and consumer expertise.

“Bringing enterprise companies into the pure movement of a ChatGPT dialog is a robust, intuitive, and revenue-generating technique,” stated Brian Emerson, chief product officer of New Relic. “However as soon as your rigorously crafted utility instantiates inside ChatGPT, it historically enters a black field the place normal browser monitoring instruments can fail.”

The corporate went on to elucidate that when an app is rendered in a dialog, builders can’t see issues like format shifts or damaged buttons. Moreover, safety headers, content material safety insurance policies, i-frame sandbox guidelines, and limitations on client-side storage can cover essential efficiency and consumer expertise knowledge.

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