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// News, case studies and technical insights
Subquadratic Launches with $29M and a 12M-Token Context Window
long-context inferenceSubquadratic AIcontext window

Subquadratic Launches with $29M and a 12M-Token Context Window

Subquadratic launched with $29M and a 12M-token context window, claiming 300x cheaper long-context inference than Claude Opus. Here's what breaks if it ships.

6 May 20268 min
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// LATEST ARTICLES
Middleware OpsAI Auto-Resolves 80% of Production Issues at GA
OpsAI SRE agentMiddleware observability

Middleware OpsAI Auto-Resolves 80% of Production Issues at GA

Middleware claims its new OpsAI agent auto-resolves over 80% of production issues and hits 90%+ detection-to-resolution in beta. The numbers deserve scrutiny.

Base Moves $12B to ZK Proofs via SP1
ZK proofs BaseSP1 zkVM

Base Moves $12B to ZK Proofs via SP1

Base is migrating $12B in capital from optimistic rollups to a TEE-plus-ZK design built on Succinct's SP1, compressing finality from roughly seven days to one.

Google Analytics API Finally Exposes Conversion Data to Developers
Google Analytics APIConversionSpec

Google Analytics API Finally Exposes Conversion Data to Developers

Google added ConversionSpec to the GA Data API on May 4, 2026, closing a gap between UI and code that forced developers into manual exports for years.

Microsoft Plans to Double AI Capacity by 2028
Microsoft AI capacityAzure expansion

Microsoft Plans to Double AI Capacity by 2028

Microsoft added a full gigawatt of capacity in one quarter and plans to double its AI footprint by 2028. The capex math tells the real story.

BW LNG Picks BASSnet Neo After 30-Vendor Maritime ERP Bake-Off
maritime ERPBASSnet Neo

BW LNG Picks BASSnet Neo After 30-Vendor Maritime ERP Bake-Off

BW LNG evaluated up to 30 maritime ERP solutions before picking BASSnet Neo for its LNG carrier and FSRU fleet. The shortlist math tells the real story.

Kraken Sues Etana Over $25M Custody Fraud
Kraken Etana lawsuitcustody fraud

Kraken Sues Etana Over $25M Custody Fraud

Kraken's lawsuit against Etana names a $25M shortfall, a defaulted $16M promissory note bet, and dashboards that lied. Custody risk just got concrete again.

Google Ads Cuts Granular Data Window From 11 Years to 37 Months
Google Ads data windowreporting history

Google Ads Cuts Granular Data Window From 11 Years to 37 Months

Google is collapsing granular Google Ads reporting data from an 11-year window to 37 months, less than 18 months after establishing the longer policy. The technical fallout is uneven across APIs.

cPanel CVE-2026-41940 Hits Gov Servers, Patch Now
cPanel auth bypassCVE-2026-41940

cPanel CVE-2026-41940 Hits Gov Servers, Patch Now

A CVSS 9.8 cPanel auth bypass got chained into a cross-border espionage campaign. The platform decision sitting on every CTO's desk just got more expensive.

EDB Posts 2.7x Concurrency Slowdown vs Snowflake's 3.9x in TPC-DS Test
TPC-DS benchmarkEDB Postgres

EDB Posts 2.7x Concurrency Slowdown vs Snowflake's 3.9x in TPC-DS Test

McKnight's 10TB TPC-DS benchmark puts EDB PG AI at $222,886 against Snowflake's $351,953, with a 2.7x concurrency slowdown versus 3.9x to 4.1x for the cloud warehouses.

Copy Fail: 732 Bytes of Python vs Every Linux Crypto Node Since 2017
Copy Fail exploitLinux vulnerability

Copy Fail: 732 Bytes of Python vs Every Linux Crypto Node Since 2017

A 732-byte Python script can escalate to root on Linux kernels shipped since 2017. CISA added Copy Fail to KEV on May 1. Crypto infrastructure is squarely in scope.

X Rebuilds Ad Stack on xAI: $2.46B Target for 2026
X ad platformxAI advertising

X Rebuilds Ad Stack on xAI: $2.46B Target for 2026

X just shipped a rebuilt ad platform on xAI ranking models, chasing eMarketer's $2.46B forecast for 2026. That's an 8.8% step up from 2025 in a market Google and Meta dominate.

Moreh Hits A100 Numbers on Tenstorrent, Skips the HBM Tax
Tenstorrent LLM inferenceMoreh AI

Moreh Hits A100 Numbers on Tenstorrent, Skips the HBM Tax

Moreh's TT-Deploy demo split LLM prefill onto Tenstorrent Wormhole and kept decode on GPUs, matching DGX A100-class numbers without the HBM bill.

Your Warehouse Isn't Your CDP: The 50x Compute Bill Nobody Saw
composable CDPwarehouse compute

Your Warehouse Isn't Your CDP: The 50x Compute Bill Nobody Saw

Moving audience refreshes from daily to hourly can spike warehouse compute 25x. Push to near-real-time and it's 50x. Here's why composable CDPs hide that bill.

Solana Ships Production Post-Quantum Signatures, Ethereum Still Researching
post-quantum signaturesSolana security

Solana Ships Production Post-Quantum Signatures, Ethereum Still Researching

Solana shipped NIST-approved Falcon signatures across Anza and Firedancer while Ethereum sits in research. For $60B in staked SOL, that timing matters.

Meta Opens Ad Stack to Claude and ChatGPT via MCP Connectors
Meta Ads AI ConnectorsMCP connectors

Meta Opens Ad Stack to Claude and ChatGPT via MCP Connectors

Meta's open-beta MCP connectors give Claude and ChatGPT write access to ad accounts from day one, reshaping the build-vs-buy math for performance marketing teams.

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