Luca Chamecki Granato

Cloudflare's Daybreak AI Just Made Your WAF Smart Enough to Patch Itself

Sep 16, 2026 6 min read

Cloudflare's new Managed Defense uses OpenAI Daybreak models and WAF data to prioritize security findings. It prepares edge mitigations and proposes code patches, allowing teams to identify and remediate critical threats faster with context-aware vulnerability discovery....

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llm

Your LLM Benchmarks Are Broken: BenchMIRT Shows Why

Sep 13, 2026 5 min read

BenchMIRT introduces a new framework to dissect what LLM benchmarks truly evaluate. It challenges conventional wisdom, revealing that current scores often misrepresent model capabilities and generalize poorly, pushing for more robust and transparent evaluation methods....

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Cybersecurity

Cloudflare's AI Just Flipped The Economics Of Every Bot Attack.

Sep 9, 2026 6 min read

Bot operators historically had economic advantage with cheap proxies and retooling. Cloudflare's new Adaptive Intelligence engine autonomously learns from live traffic, deploying disposable rules to make automated attacks too expensive to sustain and flipping the dynamic....

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AI Agents

Your Data Layer Is Killing Your AI Agents' IQ (And Your Budget)

Sep 5, 2026 6 min read

Preparing enterprise data for AI agents requires balancing deterministic logic with LLMs, managing precision, security, and cost. This talk explores data mesh, low-latency architectures, semantic ontologies, and dynamic MCP tool selection to optimize context windows and cut token usage....

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AI Strategy

OpenAI Plants Flag in Brazil: The Next Frontier for AI Adoption?

Sep 1, 2026 6 min read

OpenAI is significantly expanding its presence in Brazil, aiming to boost AI adoption by engaging directly with local developers, businesses, and communities. This move solidifies its commitment to fostering a vibrant AI ecosystem in a key emerging market....

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LLMs

IBM's Granite 4.2 LLMs: The Hard Decisions Behind Building Enterprise-Ready Foundation Models

Aug 29, 2026 13 min read

IBM's Granite 4.2 LLMs are built differently for enterprise applications. This article breaks down their architecture, training methodology, and unique considerations for security, explainability, and performance crucial for professional software development in regulated industries....

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Autonomous Agents

Inside the serverless AI agents that drove a 12% revenue uplift for AgentFlo

Aug 26, 2026 6 min read

AgentFlo deployed reliable AI sales agents using Amazon Bedrock AgentCore and AWS serverless architecture. By implementing three-layer guardrails, a grounded data foundation, and end-to-end observability, they successfully achieved a 12% net revenue uplift in production....

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AI Agents

Hot-swap AI coding agents without rewriting your app

Aug 23, 2026 6 min read

Vercel just released an official harness adapter for Cline in its AI SDK. The harness layer provides a unified interface for established coding-agent runtimes, allowing developers to switch out underlying AI agents without having to rewrite any application code....

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AI Agents

Cumora lets you drop BYO AI agents directly into your team's group chat

Aug 22, 2026 6 min read

Cumora is a new cross-platform team chat application that treats AI agents as first-class teammates. You can bring your own AI brains (like Claude Code or Codex) to collaborate directly alongside human developers in your standard workflow....

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Node.js

Stop Storing Passwords: Build TOTP Auth in Node.js

Aug 20, 2026 6 min read

Passwords are a massive security liability. This practical guide breaks down how to implement secure, passwordless authentication using Time-based One-Time Passwords (TOTP) and Twilio Verify in a Node.js environment to drastically reduce your attack surface....

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Java

Slashing Java startup times by encoding prefix tries as JVM string constants

Aug 17, 2026 6 min read

The Datadog APM team discovered a novel way to reduce Java initialization overhead. By encoding a prefix trie as a single JVM string constant instead of building it at runtime, they bypassed expensive class loading and object instantiation cycles....

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AI Developer Tools

Grok Imagine 2.0 fixes AI typography, now on Vercel AI Gateway

Aug 15, 2026 7 min read

xAI's Grok Imagine Image 2.0 Preview is now integrated into Vercel AI Gateway. The new model drastically improves complex layout planning, multi-part infographics, and typography legibility. It also includes robust image editing capabilities for consistent subject generation....

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Stay sharp on Tech, Startup, and AI

Page 1 of 4

Cloudflare's Daybreak AI Just Made Your WAF Smart Enough to Patch Itself

Your LLM Benchmarks Are Broken: BenchMIRT Shows Why

Cloudflare's AI Just Flipped The Economics Of Every Bot Attack.

Your Data Layer Is Killing Your AI Agents' IQ (And Your Budget)

OpenAI Plants Flag in Brazil: The Next Frontier for AI Adoption?

IBM's Granite 4.2 LLMs: The Hard Decisions Behind Building Enterprise-Ready Foundation Models

Inside the serverless AI agents that drove a 12% revenue uplift for AgentFlo

Hot-swap AI coding agents without rewriting your app

Cumora lets you drop BYO AI agents directly into your team's group chat

Stop Storing Passwords: Build TOTP Auth in Node.js

Slashing Java startup times by encoding prefix tries as JVM string constants

Grok Imagine 2.0 fixes AI typography, now on Vercel AI Gateway