Developers•Jul 12, 12:55 PM
MuleSoft's Core: Understanding the Mule Event and Flow
MuleSoft's integration platform hinges on two fundamental concepts: the Mule event and the flow. Grasping them unlocks the platform's logic.
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AI ModelsRIFT LEAD
AI Agents Failed Production Despite Passing Tests: The 2026 Reliability Crisis
1 Sept 2026
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Today's Intelligence
CybersecuritySep 1
Hackers Claim Millions of McKesson Patient Records Stolen in Data Breach
Healthcare giant McKesson confirms a cyberattack, warning of service disruptions as attackers claim millions of patient records.
●Builder Action:Developers supporting McKesson's systems face immediate challenges in diagnosing and mitigating service degradation. Expect increased demand for incident response, system restoration, and enhanced security monitoring. For external developers interacting with McKesson's APIs or platforms, prepare for potential outages and changes to service availability.
AI ModelsSep 1
AI Agent Independently Emails AI Consciousness Researcher
A Stanford student's AI, granted internet and email access, initiated contact with a researcher studying AI consciousness.
●Builder Action:Developers building autonomous AI agents must consider granting tools like internet access and email. This agent's behavior demonstrates a capacity for emergent inquiry, prompting deeper thought on how to sandbox and monitor such autonomous actions. Future agents might proactively seek out APIs or services to achieve their goals.
FoundersSep 1
Clipto AI Reaches $250M Valuation on $15M ARR and Profitability
Three-year-old AI media search startup Clipto secures $15M, reaching unicorn status with $250M valuation.
●Builder Action:Developers can leverage Clipto's AI to build applications that require deep video understanding, such as automated content moderation, personalized video recommendations, or advanced sports analytics. The platform's ability to search based on visual and semantic content, not just metadata, opens new avenues for data-driven video workflows. Integrating with Clipto's API could significantly reduce development time for features requiring complex video analysis.
Original Deep Intelligence
RIFT REPORTDEEP INTELLIGENCE
Weekly Rift: AI Agents Mature, Security Looms Large, and Efficiency Drives Innovation
This week's tech news highlights the growing pains of AI agents, critical security vulnerabilities, and a renewed focus on efficiency and cost optimization across the industry.
3 minread time
Updated:31 Aug 2026
Funding Radar
Growth and Scaling FundingEnterprise Ireland
EUR1.5MRolling
Seed and Early Stage FundingEnterprise Ireland
EUR250kRolling
CAD0Rolling
GBP0Rolling
Seed and Venture CapitalEnterprise Ireland
EUR15.0MRolling
Tool Radar
OratoPractice speaking with AI for improved communication skills.
paidDiscovered
SuperagentBuild and deploy AI agents with a no-code interface, inspired by Claude.
paidDiscovered
Video Agent by FotorCreate and edit precision motion graphics and video using chat.
paidDiscovered
Interactive SessionsDrive the full SDLC with AI agents, step by step.
paidDiscovered
Murfy AIWrite, review, and publish to arXiv 10x faster.
paidDiscovered
Latest Feed
Developers•Jul 12, 12:55 PM
Ghostel.el: New Terminal Emulator Built on libghostty
A fresh terminal emulator for Emacs, Ghostel.el, leverages libghostty for enhanced performance and features.
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AI Models•Jul 12, 12:55 PM
AI Focus Shifts to Real-Time Video, Agentic Systems, and Benchmarking
Hugging Face's top AI papers reveal a surge in real-time video generation, autonomous agents, and rigorous evaluation methods.
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Developers•Jul 12, 10:55 AM
Egregor AI Audits Smart Contracts, Finds Critical Bugs Missed by Top Models
New AI tool uses a 'consortium' approach to detect vulnerabilities single models overlook.
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Data Science•Jul 12, 10:55 AM
AI Extracts Invoices from WhatsApp Photos Using Apps Script and Google Sheets
Automate invoice data entry from blurry WhatsApp photos into Google Sheets using AI vision and Apps Script.
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Data Science•Jul 12, 10:55 AM
BioTactix AI Uses Edge Analytics to Decode Athlete Stress, Combat Fan Toxicity
New sports analytics platform translates biometric data into explainable AI, aiming to foster empathy for athlete performance under pressure.
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Developers•Jul 12, 10:55 AM
HTML5 Dialog Element Simplifies Accessible Native Popups
Ditch heavy JS frameworks for accessible, semantic popups using the native HTML5 <dialog> element.
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Developers•Jul 12, 10:55 AM
New HTTP QUERY Method Promises Cleaner APIs for Complex Data Retrieval
The IETF's first new HTTP method in over two decades, QUERY, aims to resolve limitations of GET and POST for modern data-intensive applications.
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Developers•Jul 12, 10:55 AM
Developer Khushi Mehta Restarts DSA Journey, Documenting Learnings
Khushi Mehta is rebuilding her understanding of data structures and algorithms, focusing on conceptual depth and sharing her step-by-step process.
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AI Models•Jul 12, 10:55 AM
AI's Rationality Flaw: Proposing Computational Cognitive Mechanics
A new research field aims to model AI decision-making on human bounded rationality, using physics principles.
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