Developers•Jul 13, 06:55 PM
Great API Docs Start with Success, Not Parameters
Developers need a working example first. Parameter tables alone fail to guide them.
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Today's Intelligence
DevelopersSep 1
WebMCP: Websites Expose Actions Directly for AI Agents
New Chrome tech lets sites define agent-callable tools, bypassing fragile screen scraping for better automation.
●Builder Action:Developers can now implement websites that expose structured tools via WebMCP, enabling AI agents to interact with functionalities directly, bypassing brittle screen scraping. This requires annotating website actions with descriptions, typed inputs, and output schemas, making your site agent-ready for future automation. Experiment with origin trials to prepare for broader adoption.
AI ModelsSep 1
Gemini 3.7 Flash High Mode Outperforms 3.1 Pro for Agentic Coding
Developer abandons Gemini 3.1 Pro for agentic coding due to bugs, switching to Gemini 3.7 Flash High Mode for better performance and cost-efficiency.
●Builder Action:Developers building agentic coding systems should re-evaluate their model choices. Gemini 3.1 Pro's benchmark performance may not translate to stable, bug-free agentic task execution. Consider Gemini 3.7 Flash High Mode for improved reliability and significantly lower API costs compared to the GPT stack.
CybersecuritySep 1
Personal Data Leaks: Home Address, Mom's Maiden Name Found in 20 Min Google Search
A quick Google search reveals how easily sensitive personal information can be exposed, even for privacy-conscious individuals.
●Builder Action:Developers need to re-evaluate security question defaults and encourage users to implement stronger authentication methods. Relying on easily discoverable PII like mother's maiden name for account recovery or verification is a significant vulnerability. Consider implementing more robust, context-aware security checks beyond simple knowledge-based questions.
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
Seed and Early Stage FundEnterprise Ireland
EUR500kRolling
Innovation and Technology VoucherEnterprise Ireland
EUR5kRolling
Growth and Scaling FundingEnterprise Ireland
EUR1.5MRolling
Seed and Early Stage FundingEnterprise Ireland
EUR250kRolling
CAD0Rolling
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
AI Models•Jul 13, 06:55 PM
Agent Web Emerges: AI Agents to Bypass Websites for Direct API Communication
The next evolution of AI interaction moves beyond web scraping to direct, efficient agent-to-agent communication via APIs.
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AI Models•Jul 13, 06:55 PM
World Models: AI's Leap Towards Understanding and Predicting Reality
AI researchers are building 'world models' to let machines understand cause and effect, but significant hurdles remain before true general intelligence.
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Data Science•Jul 13, 06:55 PM
ArXiv Submission Delays Expose Hidden Bottlenecks in Pre-print Server
A deep dive into ArXiv's submission process reveals significant delays, impacting researcher timelines and highlighting infrastructure challenges.
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Developers•Jul 13, 04:55 PM
Developer Leverages Claude AI for Testing: Code Fixes, PR Reviews, Test Case Generation
A developer details their setup and workflow for integrating Claude AI into their testing toolkit, enhancing productivity and code quality.
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Data Science•Jul 13, 04:55 PM
AI on Unreachable Leads Unlocks Millions for SaaS Sales
AI agents can revive dormant, low-priority leads that sales teams overlook, potentially uncovering millions in untapped revenue.
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Cybersecurity•Jul 13, 04:55 PM
Varonis Launches Free Entra ID CTF to Teach Attack Investigation
New 'Breach at the Beach' Capture the Flag game simulates Entra ID attacks for hands-on defender training.
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Developers•Jul 13, 04:55 PM
encodeURI vs encodeURIComponent: A Developer's Guide to URL Encoding
Master the nuances of URL encoding to build robust web applications and APIs.
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Developers•Jul 13, 04:55 PM
Clawk: Disposable Linux VMs for AI Coding Agents
New tool Clawk offers AI agents isolated Linux environments, preventing local machine compromise.
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Developers•Jul 13, 04:55 PM
MCP Protocol Deep Dive: Tool Discovery Mechanics Explained
Unpack the Model Context Protocol's intricate tool discovery process, from JSON-RPC handshakes to dynamic endpoint enumeration.
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