SShortSingh.
Back to feed

Hyphae Atlas Agent Verifies Database Migration Claims Against Source Evidence

0
·79 views

A developer has built Hyphae Atlas, an AI evidence agent designed to answer whether database migration paths, capability claims, or product statements are actually supported for a specific release and environment. The agent queries a structured Sanity Knowledge Base built from Hyphae's documentation, including release receipts, compatibility fixtures, and normative specifications. Atlas organises its work into three workflows — Migration Advisor, Capability Inspector, and Claim Auditor — each producing a structured report with a verdict, evidence ledger, and source provenance rather than a plain chat response. Every finding must trace back to content retrieved from the Knowledge Base before an upstream link is surfaced, preventing the agent from silently mixing releases or treating historical targets as current status. The bilingual application, deployed on Cloudflare, also includes six preserved live replay runs, an evaluation corpus, and an interactive graph showing the full flow from sources to verdict.

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)

Log in to join the discussion and vote.

Log in

Related stories

0
ProgrammingHacker News ·

Hacker News links to 1960 Science article on a 'doomsday' date in 2026

A Hacker News post links to a 1960 article from the journal Science, published under the title 'Doomsday: Friday, 13 November, A.D. 2026.' The item contains only the title and link, with no article text available to confirm the article's specific arguments or claims. The post received 6 points and no comments at the time it was captured. The date in the title is a calendar reference that the 1960 piece projected as a doomsday scenario. Readers should consult the original Science article for its full content.

0
ProgrammingDEV Community ·

JANISSARY: A Differential DAST Tool Aimed at Verified, Actionable Security Findings

A developer is building JANISSARY, a differential Dynamic Application Security Testing tool designed to make security testing results more meaningful and evidence-driven. The project separates initial discovery of unusual application behaviour from the verification of actual vulnerabilities. Its stated principles include transparency about whether outcomes are verified, unproven or inconclusive, and prioritising useful findings over sheer volume. The developer plans to share progress, technical decisions and lessons learned publicly via GitHub as the tool evolves.

0
ProgrammingDEV Community ·

INFINITT PACS System Manager Flaws Allow Local Privilege Escalation and Code Execution

CERT/CC published advisory VU#203719 on November 2, 2026, describing two code execution vulnerabilities in INFINITT PACS System Manager versions 3.0.11.3 and 3.0.11.5. The first, CVE-2026-16305, stems from weak file permissions on execlist.txt, which a low-privileged local user could modify so that an approved update runs added commands with administrative privileges. The second, CVE-2026-16306, affects the imodular:// URI handler in IModular.exe, which executes commands from crafted links without validating them, letting an attacker run code with the user's privileges when a victim opens a malicious link. INFINITT Healthcare lists versions 3.0.12.3 and 3.0.12.5 as fixed. The advisory reports no evidence of exploitation, but administrators are advised to check versions, file permissions and URI handler registration on PACS workstations. Interim measures include restricting local logons and shared use, limiting reachable network shares and blocking malicious URI links where possible.

0
ProgrammingDEV Community ·

Supreme Court to Hear Apple's Appeal in Epic Games Contempt Case

The U.S. Supreme Court is set to hear oral arguments on January 11, 2027, in Apple Inc. v. Epic Games, Inc. The case concerns whether Apple should be held in civil contempt for allegedly violating the spirit of a court injunction that removed its commission on purchases made outside the App Store. Apple contends the injunction's wording did not explicitly bar commissions on external sales, while Epic argues the continued fees undermine the order's purpose. The Court will not decide whether Apple may charge such commissions, an issue still pending in lower courts. The ruling could set a precedent for how injunctions against major tech platforms are interpreted.