Today’s lead · X
AMD and Anthropic expand AI infrastructure partnership
AMD says it is expanding its Anthropic partnership around next-generation AI infrastructure, including MI450 GPU capacity, Helios systems, and engineering work across Claude, ROCm, and AMD Instinct.
Top signals
6 more
OpenAI announces Project Camellia as infra plans reach $750B
OpenAI’s Project Camellia in Effingham County, Georgia, anchors a reported AI infrastructure spending plan of $750 billion through 2030.
OpenAI introduces Presence for enterprise voice and chat agents
OpenAI launched Presence, an enterprise AI agent platform for deploying trusted voice and chat agents across customer and internal workflows.
Azure DevOps MCP flaw lets hidden PR comments hijack AI agents
A reported flaw in Microsoft’s Azure DevOps MCP server shows how invisible pull-request comments can become indirect prompt injections against AI review agents running with a reviewer’s permissions.
Perplexity previews GLM 5.2 advisor orchestrator
Perplexity released a research preview of an adapted GLM 5.2 orchestrator for Perplexity Computer, using an advisor tool to escalate only when stronger model help is worth the cost.
Microsoft Fara1.5-27B targets browser computer-use agents
The r/LocalLLaMA post summarizes Microsoft Research AI Frontiers’ Fara1.5-27B, a multimodal computer-use agent for browser automation that acts from screenshots via structured tool calls.
Cursor launches Router for task-based model selection
Cursor introduced Cursor Router, an intelligent model router that chooses a model for the task at hand and is positioned around lower-cost frontier-quality results.
Tools & repos
4 selected
Kastra
Runtime authorization for AI agents that enforces policies across tools, prompts, inputs, and outputs before actions execute.
box
Cloud Ubuntu VMs for agent builders, exposed through a simple terminal workflow and priced for high-concurrency agent runs.
ayghri/i-have-adhd
A Python skill for coding agents that makes output more ADHD-friendly by stopping the agent from burying the answer.
Humalike x Hermes
A social-intelligence plugin for Hermes Agent that adapts to group chat tone, remembers participants, and decides when to speak.
Blogs worth your time
5 reads
LangChain’s Eval Engineering Skill builds evals from repos and traces
LangChain launched an Eval Engineering Skill that helps coding agents inspect an agent repository and traces, interview the user, and output runnable Harbor eval tasks.
NVIDIA makes TensorRT engine builds observable and cancelable
NVIDIA’s tutorial explains how to use TensorRT’s IProgressMonitor API to stream progress and cancel long engine builds from Python, C++, IDEs, services, or agent runtimes.
LangChain reflects on three years of graph engineering with LangGraph
LangChain argues that graph engineering is a practical, established way to build reliable agents by mixing deterministic paths with agentic steps.
GitHub explains Copilot vs raw model API access
GitHub frames Copilot as workflow tooling around models, contrasting it with raw API access for teams that want to own prompts, routing, logs, security, and billing controls.
Google Research studies SymptomAI for conversational symptom assessment
Google Research reports a national-scale study of SymptomAI, an investigational conversational agent for end-to-end symptom interviews and differential diagnosis research.
Community discussions
4 threadsAgent builders debate whether the harness matters more than the model
The thread argues that model comparisons often hide the impact of the agent harness: tool loops, context handling, retries, stopping logic, and task framing can change reliability and benchmark scores.
Builders debate how to test agents that know they are being tested
The discussion centers on how to tell whether a personal assistant agent is improving when self-written tests can be overfit and past successes hide current regressions.
LocalLLaMA users share early Laguna S 2.1 agent-loop results
The thread asks for hands-on reports on Poolside’s Laguna S 2.1, with users comparing quantized runs, tool-calling behavior, roleplay quality, coding style adherence, and looping issues.
ClaudeAI users warn about promotional credits and paid usage settings
The thread debates whether claiming promotional credits changes Claude paid-usage billing settings clearly enough, with commenters focusing on spend limits and auto-reload behavior.
Funding & acquisitions
3 moves
Glow emerges from stealth with $180M Series A at $1.2B valuation
Cybersecurity startup Glow launched publicly with an AI-native endpoint security pitch focused on controlling software, AI agents, and developer tools on enterprise devices.
Arrakis Technologies emerges from stealth with $38M
Arrakis Technologies came out of stealth with funding for AI deployment in industrial operations, encoding operational know-how into supervised semi-autonomous agents.
Corgi reportedly raises again at $4B valuation
Corgi, an AI insurance startup, reportedly closed another Series B extension at a $4 billion valuation after two earlier fundraises since May.
Bengaluru radar
0 eventsThere are no relevant Bengaluru events to highlight today.