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Pragmatic AI for your business

Honest analysis of AI applied to real operations. No hype, just judgment: what you control, what you can prove, and what to build that your competitors can't.

Boris Cherny Used Lean to Verify the Claude Agent SDK
Software Development
· 5 min read

Boris Cherny Used Lean to Verify the Claude Agent SDK

Boris Cherny modeled the Claude Agent SDK in Lean with Opus 5.5, not knowing the language: two short prompts produced 16 PRs fixing bugs and race conditions.

Claude Agent SDK Lean TLA+
Tobi Lütke's 'Slop Grenades' and Who Reviews Them
Business Strategy
· 4 min read

Tobi Lütke's 'Slop Grenades' and Who Reviews Them

Shopify's CEO mandated AI use in 2025. In September 2026 he named the backlash: 'slop grenades.' Mandating use and assigning review are not the same decision.

Tobi Lutke Shopify slop grenades
Altman, Zuckerberg and Nadella fear the same AI outcome
Business Strategy
· 5 min read

Altman, Zuckerberg and Nadella fear the same AI outcome

Three AI CEOs named concentration of power as the danger, then bet opposite ways on the fix. What each bet means for your lock-in, pricing and model access.

Sam Altman Mark Zuckerberg Satya Nadella
GPT-6 Astra Is Rated Critical for Cyber. Who Signed Off?
Business Strategy
· 5 min read

GPT-6 Astra Is Rated Critical for Cyber. Who Signed Off?

OpenAI rated GPT-6 Astra Critical for cybersecurity under its own framework. Read as a procurement document, its system card is missing what SOC 2 requires.

GPT-6 Astra OpenAI SOC 2
Cohere encrypted inference so it cannot read your prompts
Business Strategy
· 4 min read

Cohere encrypted inference so it cannot read your prompts

Cohere shipped encrypted Model Vault, where keys are born inside the enclave and Intel attests the hardware. The same week it signed the Aleph Alpha merger.

Cohere Aleph Alpha confidential computing
WikiSkill: a 9B model with skills beats a 27B without
AI & Automation
· 3 min read

WikiSkill: a 9B model with skills beats a 27B without

Google measured agents that compile experience into a persistent wiki. Qwen 9B with evolved skills hit 47.4%, while the 27B without them stalled at 39.4%.

WikiSkill Google Research AI agents
At Dreamforce, buyers said last year's model is enough
AI in Marketing
· 4 min read

At Dreamforce, buyers said last year's model is enough

At Dreamforce, attendees told CNBC they run models a year or two old. On stage, Jensen Huang was urging the frontier labs to run as fast as they can.

Dreamforce Salesforce B2B marketing
Hacktron reached OpenAI's internal repo through its forum
Business Strategy
· 4 min read

Hacktron reached OpenAI's internal repo through its forum

Hacktron chained an image decoder bug in OpenAI's Discourse forum to an SSO flaw, reaching employee accounts and an internal source code repository.

Hacktron Claude Opus 5 OpenAI
Jev returns typed decisions and charges nothing for output
Software Development
· 4 min read

Jev returns typed decisions and charges nothing for output

TypeSafe shipped Jev, a model that returns typed decisions with calibrated probability instead of text. Vercel measured it 5 to 18x faster than Luna 5.6.

Jev TypeSafe AI Diogo Almeida

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We publish about digital transformation, applied artificial intelligence, enterprise software development, data analytics, and B2B business strategy. All content is geared toward technical decision-makers and business leaders.

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