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AI Agents & Coding
Autonomous coding systems, Cursor workflows, LLM developer APIs
29 articles
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AI Agents · Comparison · Alex Rivera · Sep 17, 2026 · 14 min
Salesforce Splits the Stack: Koa In-House, Claude at the Door
Koa is a CRM reasoner Salesforce trains and hosts. Claudeforce puts 37 sales skills inside Claude. Same Dreamforce week; two control models.
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AI Agents · Deep dive · Alex Rivera · Sep 17, 2026 · 16 min
A Map of AI That Improves Itself Is Not a Launch Date
A ByteDance–Tsinghua–Shanghai AI Lab preprint ranks 491 papers on five rungs of recursive self-improvement. The interesting part is what the ladder does not measure.
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SaaS · Analysis · Alex Rivera · Sep 16, 2026 · 38 min
Siri AI Is Finally Shipping. Treat It as OS Infrastructure, Not Another Chatbot.
Apple’s rebuilt assistant is in beta with iOS 27. The story is not a smarter Siri voice — it is an on-device plus Private Cloud Compute stack, a hardware and geography gate, and a system API surface developers have to take seriously.
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AI Agents · Analysis · Alex Rivera · 20 min
The Death of Chat: Why Type-Safe, Machine-Native AI Is Changing Software Engineering
Co-inventors of ChatGPT’s foundational RLHF have launched TypeSafe AI, shattering traditional LLM latency and cost limits with 'Jev'—a type-safe, machine-native model built to make instant, structured decisions directly inside codebases.
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AI Agents · News · Alex Rivera · Sep 16, 2026 · 20 min
Claude Drops Extra Tabs
Chat, Cowork, Docs, and Slides now share one Claude. You stop picking a mode. Claude routes the job — Pro and Max first.
Read article →Essential
AI Agents · Comparison · Alex Rivera · Sep 17, 2026 · 14 min
Salesforce Splits the Stack: Koa In-House, Claude at the Door
Koa is a CRM reasoner Salesforce trains and hosts. Claudeforce puts 37 sales skills inside Claude. Same Dreamforce week; two control models.
View comparison →AI Agents · Deep dive · Alex Rivera · Sep 17, 2026 · 16 min
A Map of AI That Improves Itself Is Not a Launch Date
A ByteDance–Tsinghua–Shanghai AI Lab preprint ranks 491 papers on five rungs of recursive self-improvement. The interesting part is what the ladder does not measure.
Read the deep dive →SaaS · Analysis · Alex Rivera · Sep 16, 2026 · 38 min
Siri AI Is Finally Shipping. Treat It as OS Infrastructure, Not Another Chatbot.
Apple’s rebuilt assistant is in beta with iOS 27. The story is not a smarter Siri voice — it is an on-device plus Private Cloud Compute stack, a hardware and geography gate, and a system API surface developers have to take seriously.
Read analysis →AI Agents · Analysis · Alex Rivera · 20 min
The Death of Chat: Why Type-Safe, Machine-Native AI Is Changing Software Engineering
Co-inventors of ChatGPT’s foundational RLHF have launched TypeSafe AI, shattering traditional LLM latency and cost limits with 'Jev'—a type-safe, machine-native model built to make instant, structured decisions directly inside codebases.
Read analysis →Related research
AI Agents · Benchmark · Alex Rivera · Oct 23, 2026 · 10 min
Kimi K3.1 Pro Closes the Open-Weight Gap
Moonshot AI's Kimi K3.1 Pro ships with a 1M-token context, $2/$10 per million tokens, and open weights promised by November 4. Independent testing puts it fourth overall and first on Terminal-Bench 4.0.
Explore benchmark →Benchmarks · Benchmark · Alex Rivera · Oct 6, 2026 · 14 min
Mistral Named the Trillion-Param Model Le Chonk
1 trillion parameters, 49 billion active, trained on 3,800 GB200s in Europe. Preview API today. Weights by the end of October. Cyber is the pitch.
Explore benchmark →Benchmarks · Benchmark · Alex Rivera · Sep 17, 2026 · 18 min
Agents Get a Trustmark
AIUC-1 is trying to be SOC 2 for agents: thousands of evals, a certificate, and now a $40M Series A to sell audits and insurance. A badge is not a kill switch.
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