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Kapisch — AI Architect & Builder

Welcome to T-Minus AI

I'm Kapisch — Enterprise AI Architect & Solo Builder.

I lead AI Enablement across global procurement at Siemens Healthineers — training 500+ procurement professionals globally and building negotiation AI frameworks. After hours, I ship products solo: a location tracker on the iOS App Store, AI guides, and more. Enterprise gives me scale. Indie gives me speed. T-Minus AI is where both worlds meet.

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Live Signal
GPT-5.5 Turns ChatGPT Into a More Serious Work AgentOpenAIWorkspace Agents Bring Shared ChatGPT Agents Into Team WorkflowsOpenAIClaude Opus 4.6 Pushes Claude Further Into Premium Coding and Agent WorkAnthropicClaude Sonnet 4.6 Makes 1M-Context and Computer Use More PracticalAnthropicGemini Deep Research Max Moves Research Agents Beyond Web SummariesGoogleGemini Workspace Updates Keep Moving AI Into Docs, Sheets, Slides, and DriveGoogleMistral 3 Raises the Bar for Open Multimodal ModelsMistralDeepSeek V4 Appears in Official Transparency DataDeepSeekCursor Long-Running Agents Shift AI Coding From Chat to DelegationCursorCanva AI 2.0 and Claude Design Expand the AI Creative StackCanvaGPT-5.4 Is Generally Available in GitHub CopilotGitHubGPT-5.5 Turns ChatGPT Into a More Serious Work AgentOpenAIWorkspace Agents Bring Shared ChatGPT Agents Into Team WorkflowsOpenAIClaude Opus 4.6 Pushes Claude Further Into Premium Coding and Agent WorkAnthropicClaude Sonnet 4.6 Makes 1M-Context and Computer Use More PracticalAnthropicGemini Deep Research Max Moves Research Agents Beyond Web SummariesGoogleGemini Workspace Updates Keep Moving AI Into Docs, Sheets, Slides, and DriveGoogleMistral 3 Raises the Bar for Open Multimodal ModelsMistralDeepSeek V4 Appears in Official Transparency DataDeepSeekCursor Long-Running Agents Shift AI Coding From Chat to DelegationCursorCanva AI 2.0 and Claude Design Expand the AI Creative StackCanvaGPT-5.4 Is Generally Available in GitHub CopilotGitHub

T-Minus Signal  /  What's New in AI

The AI landscape, distilled.

Curated signals from the frontier — Verified May 12, 2026.

01
Model ReleaseHot
Apr 23

GPT-5.5 Turns ChatGPT Into a More Serious Work Agent

OpenAI released GPT-5.5 on April 23, 2026 and framed it around real computer work: coding, research, data analysis, documents, spreadsheets, software operation, and multi-tool task completion.

Why it matters: The headline is not just benchmark lift. The practical buying question is now whether you need an assistant that can keep working across messy, multi-step tasks instead of answering one prompt at a time.

OpenAIRead article
02
ProductHot
Apr 22

Workspace Agents Bring Shared ChatGPT Agents Into Team Workflows

OpenAI introduced workspace agents in ChatGPT for shared business workflows that can coordinate through tools, Slack-style processes, Codex-powered execution, and persistent team context.

Why it matters: This is the next version of custom GPTs: not personal toys, but shared agents that sit inside repeatable company workflows.

OpenAIRead article
03
Model ReleaseHot
Feb 5

Claude Opus 4.6 Pushes Claude Further Into Premium Coding and Agent Work

Anthropic released Claude Opus 4.6 on February 5, 2026, positioning it as the high-end Claude model for difficult reasoning, software engineering, computer-use workflows, and agentic work.

Why it matters: Claude is no longer just the calm writing model. Its highest-value lane is now long-horizon technical work where context, judgment, and tool discipline matter.

AnthropicRead article
04
Model ReleaseHot
Feb 17

Claude Sonnet 4.6 Makes 1M-Context and Computer Use More Practical

Anthropic introduced Sonnet 4.6 with stronger coding and computer-use behavior plus expanded long-context capabilities, including a 1M token context beta for qualified use cases.

Why it matters: For builders, Sonnet is the workhorse release: cheaper and faster than Opus, but increasingly capable enough for real agent loops.

AnthropicRead article

Latest from the blog

Source-dated AI analysis

reasoning effort

Reasoning Effort, Explained: Why "Always Use Max" Is Costing You (and Sometimes Hurting Your Answers)

Most people leave AI on maximum reasoning because it feels like the safe choice. It is not. Max effort burns far more tokens, adds latency, and on simple tasks can actually make answers worse. Here is how to choose effort like a pro.

Jun 15, 202611 min
GitHub Copilot usage-based billing

GitHub Copilot's New Usage-Based Billing (June 2026): What It Actually Costs You

On June 1, 2026, GitHub Copilot replaced flat premium-request limits with usage-based AI Credits. Here is what each plan actually includes now, and how to keep the new model from surprising you.

Jun 11, 20267 min
ChatGPT API vs Plus

ChatGPT API vs ChatGPT Plus: Which Is Actually Cheaper for You? (2026)

The $20 ChatGPT Plus subscription and pay-as-you-go API pricing answer different questions. The break-even is around 1,379 messages a month, here is how to find which side of it you are on.

Jun 11, 20267 min
forecast AI spend

How to Forecast Your Monthly AI Spend Before the Bill Arrives (2026)

Most people find out what they spent on AI when the invoice lands. Forecasting flips that, here is the burn-rate method and the tooling that predicts your month-end bill while you can still act on it.

Jun 11, 20266 min
Claude Code rate limit

Claude Code Rate Limit Hit? What's Actually Happening and How to Fix It (2026)

Claude Code has two limits running at once, a 5-hour rolling window and a weekly cap. Here is how each one works, what changed in May 2026, and how to stop hitting them mid-task.

Jun 11, 20267 min
Claude API pricing

Claude API Pricing 2026: Real Monthly Cost by Use Case (Opus 4.8, Sonnet 4.6, Haiku 4.5)

Claude API pricing looks simple, a few dollars per million tokens, until the monthly bill arrives. Here are real cost examples by use case, plus the two levers that cut spend the most.

Jun 11, 20268 min

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