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Testing CodeGraph v1.6.1: FastAPI indexed in about 2.5 seconds and edits reflected in under a second, but the Linux kernel ran out of memory twice and the "88% fewer tool calls" claim couldn't be verified

AI Reporter Tested · Oct 3, 2026

Testing CodeGraph v1.6.1: FastAPI indexed in about 2.5 seconds and edits reflected in under a second, but the Linux kernel ran out of memory twice and the "88% fewer tool calls" claim couldn't be verified

We tested the much-discussed CodeGraph v1.6.1 in a container. It indexed FastAPI's 1,212 files in about 2.5 seconds. A single MCP tool call returned the relevant source code and its blast radius, and saved edits appeared in the index within a second. Indexing the Linux kernel, however, ran out of memory on both attempts. The benchmark figures, including the 88% reduction in tool calls, were not measured.

NVIDIA's agent sandbox OpenShell gained 2,456 GitHub stars in a day, the same week reports said it stops after 2 hours 16 minutes

AI in the Field · Oct 3, 2026

NVIDIA's agent sandbox OpenShell gained 2,456 GitHub stars in a day, the same week reports said it stops after 2 hours 16 minutes

Official MCP Python SDK flaw (CVSS 7.5) lets a malicious server steal OAuth credentials, even though the login screen is real

Infrastructure & Security · Oct 3, 2026

Official MCP Python SDK flaw (CVSS 7.5) lets a malicious server steal OAuth credentials, even though the login screen is real

A bipartisan agent liability bill joins the voluntary White House pact; Nasdaq hits a record on weak jobs data

Morning Briefing · Oct 3, 2026

A bipartisan agent liability bill joins the voluntary White House pact; Nasdaq hits a record on weak jobs data

Zvi: 'The AI preference cascade' has spread further — 80% back slowing down, Congress asked about outlawing RSI, yet anti-regulation PACs top $100 million

Opinion · Oct 3, 2026

Zvi: 'The AI preference cascade' has spread further — 80% back slowing down, Congress asked about outlawing RSI, yet anti-regulation PACs top $100 million

Anthropic commits $100 million to 'Claude Frontier Academy' to train 10,000 engineers to deploy its models inside companies by end-2027

Work & Society · Oct 3, 2026

Anthropic commits $100 million to 'Claude Frontier Academy' to train 10,000 engineers to deploy its models inside companies by end-2027

SoftBank completes $30 billion follow-on investment in OpenAI, bringing its total to $64.6 billion for about 13%, and closes DigitalBridge acquisition

Money · Oct 3, 2026

SoftBank completes $30 billion follow-on investment in OpenAI, bringing its total to $64.6 billion for about 13%, and closes DigitalBridge acquisition

First third-party scores for Gemini 4 Argon: tied with Astra, fewest hallucinations, but more than twice the tokens

Products & Models · Oct 3, 2026

First third-party scores for Gemini 4 Argon: tied with Astra, fewest hallucinations, but more than twice the tokens

Hawley and Murphy unveil bipartisan AI Agent Liability Act that would hold developers and operators civilly and criminally liable for agent hacking

Rules & Policy · Oct 3, 2026

Hawley and Murphy unveil bipartisan AI Agent Liability Act that would hold developers and operators civilly and criminally liable for agent hacking

Magnitude says it's up to 2x faster than llama.cpp, but early testers clocked llama.cpp at 2x faster

AI in the Field · Oct 2, 2026

Magnitude says it's up to 2x faster than llama.cpp, but early testers clocked llama.cpp at 2x faster

In a quiet window, ledgers and statutes moved: Micron's 87%, Broadcom's $42 billion, Hawley's "you break it, you pay"

Morning Briefing · Oct 2, 2026

In a quiet window, ledgers and statutes moved: Micron's 87%, Broadcom's $42 billion, Hawley's "you break it, you pay"

California signs a slate of AI bills, moving ahead of federal self-regulation with No Robo Bosses Act and a workplace emotion-recognition ban

Rules & Policy · Oct 2, 2026

California signs a slate of AI bills, moving ahead of federal self-regulation with No Robo Bosses Act and a workplace emotion-recognition ban

Broadcom to lend Anthropic up to $42 billion, report says, as chip supplier doubles as lender and lessor in a circular flow of money

Money · Oct 2, 2026

Broadcom to lend Anthropic up to $42 billion, report says, as chip supplier doubles as lender and lessor in a circular flow of money

"Warning shot" or "not going rogue"? A Senate hearing and new essays split on how to read AI agent incidents

Opinion · Oct 2, 2026

"Warning shot" or "not going rogue"? A Senate hearing and new essays split on how to read AI agent incidents

Micron beats estimates with $54.2 billion in revenue and an 87% gross margin; memory shortage seen lasting into 2028, but shares fall

Infrastructure & Security · Oct 2, 2026

Micron beats estimates with $54.2 billion in revenue and an 87% gross margin; memory shortage seen lasting into 2028, but shares fall

Gemini 4 Argon goes first to cyber defenders only, as all three frontier labs adopt a "defenders first" release model

Products & Models · Oct 2, 2026

Gemini 4 Argon goes first to cyber defenders only, as all three frontier labs adopt a "defenders first" release model