Developers•Jul 12, 10:55 AM
Handsum: New LQIP Image Format Aims for Faster Web Loading
A novel image file format, Handsum, uses a low-quality placeholder to display images quickly while the full image loads.
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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
Founders•Jul 12, 10:55 AM
Agent Skills for Newbies: Navigating the Skill Ecosystem
Explorers of Agent Skills face immediate questions about managing skill bloat and keeping them updated.
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Cybersecurity•Jul 12, 08:55 AM
First AI Ransomware Attack, JADEPUFFER, Operates Without Human Intervention
An AI agent named JADEPUFFER has executed a complete ransomware attack autonomously, rendering traditional incident response playbooks obsolete.
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AI Models•Jul 12, 08:55 AM
Cut LLM Bills: Caching, Model Routing, and Context Optimization
Slash AI costs by 30-70% by optimizing token usage, not just price. Focus on context and model choice.
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AI Models•Jul 12, 08:55 AM
Second Brain for AI v2 Launches: Connecting Data Across All Tools
A new AI memory system promises to link information from diverse applications, creating a unified knowledge base for users.
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Hardware•Jul 12, 08:55 AM
Ollama Benchmark on Jetson Nano: Performance Under the Microscope
A practical review explores Ollama's viability for local AI on resource-constrained hardware like the Jetson Nano.
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Developers•Jul 12, 08:55 AM
PocketPilot and Archangel Security Suite: Developer Tools for Control
Two open-source projects aim to give users more control and visibility in personal finance and cybersecurity.
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Developers•Jul 12, 08:55 AM
AWS Lambda Authentication Hell: A Wizarding World Content Engine's API Nightmare
A developer's quest for an autonomous content engine devolved into a multi-day battle with X API, OAuth, and endless authentication errors.
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Developers•Jul 12, 08:55 AM
Master Git Profiles: Ditch SSH Key Chaos for Seamless Git Workflow
Stop wrestling with SSH keys and Git config for multiple accounts. A new approach streamlines the process for developers.
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Developers•Jul 12, 08:55 AM
Protobuf-py: Python Implementation Aims for Zero Compromises
A new Protobuf implementation for Python promises full feature parity with C++ and Java, aiming to fix long-standing limitations.
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