Category
AI Agents & Coding
Autonomous coding systems, Cursor workflows, LLM developer APIs
29 articles
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AI Agents · Analysis · Alex Rivera · Oct 2, 2026 · 12 min
Claude Code Now Ships as TypeScript Mods
A mod is a function on an event. Rewrite the prompt, block a tool, draw a pane. /diff is already a mod. They are not sandboxed.
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AI Agents · News · Alex Rivera · Oct 2, 2026 · 8 min
Copilot Just Killed Four Models
Gemini 3.5 Flash, Gemini 3.6 Flash, Kimi K2.7 Code, and Claude Opus 4.7 are gone across Chat, edits, agent, and completions. Check your policy list.
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AI Agents · Analysis · Alex Rivera · Sep 19, 2026 · 16 min
Devin Scans the Whole Repo First
Code Scans is MapReduce for a codebase. You name an outcome. Parallel agents hunt. A last agent ranks the findings and opens pull requests.
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AI Agents · Analysis · Alex Rivera · Sep 19, 2026 · 15 min
Claude Code Now Runs a Team
Projects is no longer a shared folder. A coordinator splits the job into cloud threads. Each thread is a full Claude Code session on its own branch.
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Productivity · Analysis · Alex Rivera · Sep 19, 2026 · 14 min
Zed Turned Off Pull Requests
They disabled GitHub PRs on Delta's own repo. The replacement is a shared agent thread. Git is still there. The review unit is the conversation.
Read analysis →AI Agents · Analysis · Alex Rivera · Sep 18, 2026 · 16 min
Raindrop Catches Agent Failures Live
Raindrop now has $50M total and a new Simulations product. It watches live agents for silent mistakes, then replays real traffic on every pull request before you ship.
Read analysis →Productivity · Guide · Alex Rivera · Sep 18, 2026 · 16 min
Chat to Set Up WhatsApp Business
Meta's new WhatsApp MCP lets Claude, Cursor, Codex, or ChatGPT create the account, verify the number, and test templates. You still sign in. The agent can also send.
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Benchmarks · Analysis · Alex Rivera · Sep 18, 2026 · 20 min
Claude Now Does a Quarter of Anthropic's Work
As of August, Claude leads 26% of Anthropic's AI research work. Humans still watch. Nothing runs fully on its own. The useful part is the dashboard, not the headline.
Read analysis →SaaS · News · Alex Rivera · Sep 17, 2026 · 20 min
Hang Ten Sells Outcomes
Vishal Sikka's four-month-old firm just added $53M. Hobie is five layers over live systems, not another model. The bet is 10x on budgeted programs, priced on the result.
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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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AI Agents · Analysis · Alex Rivera · Sep 17, 2026 · 17 min
Cursor Runs the Fleet Now
Projects is a coordinator that does not write the code. It keeps context for months, farms subagents in the cloud, and watches Slack and CI without a new prompt.
Read analysis →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.
Explore benchmark →