Stop Debugging Spark Locally: Containerize for Production Parity
DevelopersRIFT LEAD

Stop Debugging Spark Locally: Containerize for Production Parity

15 Sept 2026
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Today's Intelligence

5G GTP Captures Reveal Hidden IMS Voice Calls
DevelopersSep 15

5G GTP Captures Reveal Hidden IMS Voice Calls

A bug report details how to extract IMS voice calls from 5G GTP-only captures, previously appearing as raw tunnel data.

Builder Action:Developers working with 5G network captures, particularly on the F1-U interface, need to implement logic to strip the 3-byte PDCP header from GTP-U encapsulated PDUs. This allows for the extraction of inner IPv4 packets, enabling analysis of VoNR calls. Tools like Wireshark can be configured with LINKTYPE_RAW to display these packets after manual or programmatic header removal.
AI CV Screening Tools Launder Bias, Not Eliminate It
AI ModelsSep 15

AI CV Screening Tools Launder Bias, Not Eliminate It

Automated hiring systems amplify existing prejudices, making bias harder to detect and more widespread.

Builder Action:Developers building HR tech must prioritize fairness and transparency. Implement rigorous bias detection and mitigation strategies in training data and model outputs. Ensure explainability so that hiring managers can understand AI recommendations and override them when necessary. Consider developing tools that actively audit existing AI hiring systems for bias.
AI Automation Fears Spark Existential Questions for Job Market
FoundersSep 15

AI Automation Fears Spark Existential Questions for Job Market

Rapid AI advancements fuel anxieties about job displacement and the future of human roles.

Builder Action:Developers face a rapidly evolving toolchain where AI can generate code and automate workflows. The focus may shift from writing boilerplate to architecting systems and overseeing AI-generated outputs. Expect increased demand for prompt engineering, AI model integration, and skills in managing AI-driven development pipelines.

Original Deep Intelligence

Weekly Rift: AI Agents Mature, Security Scrutiny Intensifies
RIFT REPORTDEEP INTELLIGENCE

Weekly Rift: AI Agents Mature, Security Scrutiny Intensifies

This week saw AI agents evolve beyond simple tasks, facing complex security challenges and prompting new debates on regulation and deployment.

3 minread time
Updated:14 Sept 2026
AsideAI browser that automates tasks and gets work done for you.
paidDiscovered
OatsA free, open-source, on-device meeting notetaker.
freeDiscovered
Marqly 6.0AI-powered tool to query and interact with your bookmarks.
paidDiscovered
Slashy AssistantAI assistant that automates email tasks for users.
paidDiscovered
ElvaElva aims to be a Postman alternative for API consumers.
paidDiscovered

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