GenAI PM
company13 mentions· Updated Jul 10, 2026

Amp

A coding agent/product whose interface is described as a capability dial rather than named modes. The newsletter covers its model-routing and reasoning-effort configuration.

Key Highlights

  • Amp shifted from named modes to a four-level capability dial that maps users to specific model and reasoning stacks.
  • The product combines coding agents with remote execution, custom subagents, diff review, and configurable runtime environments called orbs.
  • Amp frequently changes its underlying model routing, using Anthropic, OpenAI, and GLM models depending on speed, cost, and task complexity.
  • Recent updates emphasize that latency, orchestration, and review UX can be as strategically important as raw model quality.
  • For AI PMs, Amp is a strong case study in simplifying complex AI systems into user-friendly controls.

Amp

Overview

Amp (also referred to as Ampcode) is an AI coding agent product focused on software development workflows, agent orchestration, and model-routing across different task profiles. Based on the newsletter coverage, Amp has been evolving from named operating modes into a more abstract capability-based interface, while also expanding the surrounding runtime: remote thread execution, cloud-like "orbs," custom agents, diff review, and specialized tooling for code and design work.

For AI Product Managers, Amp matters because it is a useful case study in how AI-native developer products package increasingly complex model stacks into simpler UX. Rather than exposing raw model choice alone, Amp maps task intent to combinations of models, reasoning effort, tools, and fallback/oracle behavior. Its updates also illustrate broader product patterns: agent configurability, performance optimization, environment sizing, asynchronous multi-agent workflows, and UI simplification through capability abstraction.

Key Developments

  • 2026-04-26: Claude Opus 4.7 began powering Amp's smart mode, improving performance on harder problems, though results became more sensitive to prompt quality.
  • 2026-05-22: Amp released Rush 2.0, using GPT-5.5 with no reasoning for small, focused code edits. It emphasized `shell_command` for search/read/verify, `apply_patch` for edits, and removed redundant tools.
  • 2026-05-26: Amp's painter tool switched to GPT Image 2, which Amp said improved screenshot and UI editing quality while preserving typography and visual style at lower cost.
  • 2026-06-05: Claude Opus 4.8 replaced Opus 4.7 in smart mode. Amp reported internal eval gains from 52% to 62% task solve rate, more test/code execution per task, tighter edits, better tool selection, and a faster mode with improved token economics.
  • 2026-06-06: Deep and Rush modes became substantially faster, with first token latency reportedly 87% faster and p50 full responses 32% faster, driven largely by WebSockets for OpenAI communication and a product rebuild.
  • 2026-06-17: Amp added in-product diff review for any thread on desktop or mobile, including section-level feedback, interactive staging while an environment is active, and a diff algorithm designed to suppress duplicate-block noise.
  • 2026-06-20: Amp introduced custom agents via plugins. These can act as primary agents or subagents, participate in tool pipelines, and spawn up to 25 worker agents. The APIs highlighted thread creation, async messaging, and background review workflows.
  • 2026-07-04: Amp expanded its orb infrastructure options with four sizes: `a0.tiny`, `a0.small`, `a0.medium`, and `a0.large` (default), while doubling included storage from 20GB to 40GB.
  • 2026-07-09: Amp enabled remote thread creation, allowing users to start new agents from anywhere they can run `amp`. With `amp.remoteThreadCreation.enabled` or the related command, any Amp client can accept and execute new threads in its working directory; headless runners are supported with `amp --no-tui`.
  • 2026-07-10: Amp replaced named agent modes with a four-position capability dial—low, medium, high, ultra—accessible via Ctrl+S or the web picker. Each dial position maps to a specific model and reasoning stack: low uses GLM-5.2 (or optionally GPT-5.6 Terra low), medium uses GPT-5.6 Sol at medium, high uses GPT-5.6 Sol at xhigh with Claude Fable 5 as oracle, and ultra uses Claude Fable 5 as writer with GPT-5.6 Sol as oracle.

Relevance to AI PMs

1. A strong example of abstraction over model complexity. Amp shows how to turn a messy backend of model selection, reasoning levels, and oracle/fallback logic into a simpler front-end control. AI PMs can study this when deciding whether users should pick models directly or choose capability, latency, or cost tiers instead.

2. A playbook for agent product surface area. Amp is not just a chat interface; it combines execution environments, diff review, remote runs, plugins, subagents, and image-editing tools. For PMs, this highlights how successful agent products often win through workflow integration, not model access alone.

3. Evidence that infrastructure and UX both matter. Several Amp updates were not about a new frontier model, but about speed, orchestration, environment sizing, and clearer controls. AI PMs can use this as a reminder that product differentiation often comes from latency, reliability, reviewability, and task framing rather than only benchmark performance.

Related

  • Anthropic / Claude / Claude Opus 4.7 / Claude Opus 4.8 / Claude Fable 5: Amp has repeatedly relied on Anthropic-family models for higher-capability coding and writing tasks, especially in smart mode and the newer capability dial.
  • OpenAI / GPT-5.5 / GPT-5.6 Sol / GPT-5.6 Terra / GPT Image 2: OpenAI models appear across Amp's rush workflows, reasoning stacks, oracle configurations, and image-editing tooling.
  • GLM-5.2: Used in Amp's low capability tier, showing Amp's willingness to route across multiple model vendors by task/cost profile.
  • Deep mode / Rush mode / Smart mode: These were Amp's earlier named operating modes before the shift toward the capability dial abstraction.
  • Orb: Amp's configurable execution environment product surface, with size-based compute and storage options.
  • Custom agents: A key extension mechanism in Amp, allowing plugin-defined agents, subagents, and worker orchestration.
  • Chronicle / Ampcode Chronicle: The source of the product updates covered here.
  • Diff algorithm: Important to Amp's code review UX, especially for reducing noise in generated diffs.
  • Humanlayer / PromptLayer / Codex / Simon Willison / Greg Isenberg / Ryan Carson: Related entities and people in the broader AI tooling and developer-product ecosystem that may overlap in discussion, distribution, or competitive context, though their exact relationship to Amp is not specified in these mentions.

Newsletter Mentions (13)

2026-07-10
Amp replaced named agent modes with a four-position capability dial — low, medium, high, ultra — switchable with Ctrl+S or the web picker, and wired to specific model + reasoning-effort stacks: ultra = Claude Fable 5 (writer) with GPT-5.6 Sol as oracle; high = GPT-5.6 Sol at xhigh with Claude Fable 5 as oracle; medium = GPT-5.6 Sol at medium (with a high-effort Sol oracle); low = GLM-5.2 (admins may opt for GPT-5.6 Terra low) with GPT-5.6 Sol as oracle.

The Chronicle item explains how Amp maps different models and reasoning levels to a single capability dial.

2026-07-09
Amp now lets you start new agents remotely from anywhere you can run amp; enable remote thread creation with the command amp: enable remote creation of threads or by setting amp.remoteThreadCreation.enabled to true in ~/.config/amp/settings.json, after which every Amp client will accept and run new threads in its working directory.

Ampcode Chronicle Agents, Anywhere - Amp now lets you start new agents remotely from anywhere you can run amp; enable remote thread creation with the command amp: enable remote creation of threads or by setting amp.remoteThreadCreation.enabled to true in ~/.config/amp/settings.json, after which every Amp client will accept and run new threads in its working directory. Use runner mode with amp --no-tui to run headless runners that only wait to start and run new threads; you can run multiple runners on the same machine if started in different directories, each runner identified by host and working directory, and directories need not be version controlled.

2026-07-04
Amp now offers four orb sizes: a0.tiny (1 CPU, 2GB memory, 40GB disk, $0.10/hour), a0.small (2 CPUs, 4GB, 40GB, $0.21/hour), a0.medium (8 CPUs, 16GB, 40GB, $0.83/hour) and a0.large (16 CPUs, 32GB, 40GB, $1.66/hour) which is the default; orb storage has been doubled from 20GB to 40GB at no extra cost and you can change a project's orb size in Project Settings.

#8 📝 Ampcode Chronicle More Orb Sizes - Amp now offers four orb sizes: a0.tiny (1 CPU, 2GB memory, 40GB disk, $0.10/hour), a0.small (2 CPUs, 4GB, 40GB, $0.21/hour), a0.medium (8 CPUs, 16GB, 40GB, $0.83/hour) and a0.large (16 CPUs, 32GB, 40GB, $1.66/hour) which is the default; orb storage has been doubled from 20GB to 40GB at no extra cost and you can change a project's orb size in Project Settings.

2026-06-20
You can create custom agents in Amp via plugins and use them as main agents or subagents, include them in tool pipelines or spawn up to 25 worker agents, with each agent getting a custom orb color.

#5 📝 Ampcode Chronicle Custom Agents - You can create custom agents in Amp via plugins and use them as main agents or subagents, include them in tool pipelines or spawn up to 25 worker agents, with each agent getting a custom orb color. The examples show amp.createAgent using model openai/gpt-5.5, registering a focused_review tool and an agent mode, and demonstrate thread APIs—createThread, appendUserMessage (returns immediately), waitForResponse—and an async start_async_review tool that spawns a background thread and returns Started background review in ${thread.id}.

2026-06-17
#16 📝 Ampcode Chronicle Diffs - Amp now lets you review any thread's code changes directly in Amp on desktop or mobile, scroll through diffs, request changes on specific sections, and interactively stage edits while a thread has an active environment.

#16 📝 Ampcode Chronicle Diffs - Amp now lets you review any thread's code changes directly in Amp on desktop or mobile, scroll through diffs, request changes on specific sections, and interactively stage edits while a thread has an active environment. The diff algorithm detects duplicate blocks to highlight true changes (example: showing only the removed if-branch), and you can open the current thread's diff in your browser from the terminal via the command palette shortcut Ctrl‑O.

2026-06-06
Amp's deep and rush modes now deliver the first token 87% faster and p50 full responses 32% faster, mainly by switching to WebSockets for OpenAI communication and from a rebuild of Amp last month; on long-horizon tasks end-to-end speedups reach up to 40%.

#20 📝 Ampcode Chronicle Faster Deep & Rush - Amp's deep and rush modes now deliver the first token 87% faster and p50 full responses 32% faster, mainly by switching to WebSockets for OpenAI communication and from a rebuild of Amp last month; on long-horizon tasks end-to-end speedups reach up to 40%.

2026-06-05
Opus 4.8 replaces Opus 4.7 in Amp's smart mode and solved 62% of tasks in Amp's internal evals (up from 52% for 4.7), running tests and code 15% more per task while making tighter, more focused edits.

#14 📝 Ampcode Chronicle Opus 4.8 - Opus 4.8 replaces Opus 4.7 in Amp's smart mode and solved 62% of tasks in Amp's internal evals (up from 52% for 4.7), running tests and code 15% more per task while making tighter, more focused edits. It reaches for external tools more appropriately—calling librarian 14 times versus 1 for 4.7 and using edit_file for 79% of file edits (up from 63%)—drops the Read tool, and adds a ~2.5× fast mode that costs 2× base tokens (down from 6× on 4.7).

2026-05-26
#11 📝 Ampcode Chronicle GPT Image 2 Paints Better - Amp's painter tool now uses GPT Image 2, which Amp claims outperforms Gemini 3 Pro Image at preserving existing text, typography, and visual style when editing UI screenshots while costing roughly one-quarter the price.

#11 📝 Ampcode Chronicle GPT Image 2 Paints Better - Amp's painter tool now uses GPT Image 2, which Amp claims outperforms Gemini 3 Pro Image at preserving existing text, typography, and visual style when editing UI screenshots while costing roughly one-quarter the price. In an example thread, Painter converted a screenshot of the Chronicle page into an updated design while retaining its original visual style.

2026-05-22
Amp released Rush 2.0, which now uses GPT-5.5 with no reasoning and is tuned for small, focused code edits using shell_command for search/read/verify and apply_patch for edits, with task subagents sharing the same config and several redundant tools removed.

#18 📝 Ampcode Chronicle Rush, 2.0 - Amp released Rush 2.0, which now uses GPT-5.5 with no reasoning and is tuned for small, focused code edits using shell_command for search/read/verify and apply_patch for edits, with task subagents sharing the same config and several redundant tools removed.

2026-04-26
Claude Opus 4.7 is now powering Amp's smart mode, improving ability to solve harder problems.

#4 📝 Ampcode Chronicle Opus 4.7 - Claude Opus 4.7 is now powering Amp's smart mode, improving ability to solve harder problems. However, it is less forgiving of vague prompts and may produce weaker results when prompts lack clarity. #5 𝕏 Google Research is demoing on-device Sensitive Content Warnings in Google Messages, an AI feature that filters unwanted content locally while keeping all processing private.

Related

Anthropiccompany

Anthropic is the company behind Claude and Claude Code. The newsletter covers its new Reflection dashboard and an enterprise deployment of Claude in industrial workflows.

OpenAIcompany

OpenAI is the company behind GPT models and ChatGPT, and it appears here as the launcher of GPT-5.6 Luna and the relauncher of its Bio Bug Bounty. For AI PMs, it signals continued productization of frontier models and safety programs.

Claudetool

Anthropic’s assistant and coding tool, discussed here in both the Reflection dashboard and a physical-AI deployment at UST. The newsletter highlights its usage analytics, workflow suggestions, and enterprise integration.

Simon Willisonperson

A developer and AI commentator quoted here in relation to OpenAI’s clarification of ChatGPT Work behavior. He is relevant as an interpreter and critic of product messaging.

Codextool

A ChatGPT-related coding/product mode discussed as a voice-and-tone setting rather than a separate product. For PMs, it highlights how users mentally bucket product experiences.

PromptLayercompany

AI prompting and observability company whose blog argues against unnecessary fine-tuning. It is relevant for PMs evaluating prompt workflows versus model customization.

Greg Isenbergperson

A startup builder and commentator mentioned using Grok 4.5 inside an agent stack. He is relevant to AI PMs as a practical tester of agentic workflows and product ideas.

GPT-5.5tool

An OpenAI model used in the background by GPT-Live for deeper searches or reasoning. It is also mentioned as part of a multimodel harness workflow.

Claude Opus 4.7tool

Claude Opus 4.7 is a Claude model referenced for strong resistance to prompt injection in Anthropic's safety discussion. The newsletter gives specific success-rate estimates under attack attempts.

GPT 5.4tool

A GPT model variant used here for scientific reasoning and agentic chemistry experimentation. The newsletter frames it as a model capable of proposing experimental improvements and driving benchmarked workflows.

Claude Fable 5tool

A Claude model used by Cognition for overnight work and production workflows. For AI PMs, it signals trust, reliability, and enterprise readiness for coding tasks.

Opus 4.7tool

A model version associated with the Claude Code hackathon. It is referenced as the build basis for the event and its winners.

HumanLayercompany

A company/platform for AI coding collaboration and SDLC workflows. It is presented as a general-availability launch with workspaces, agents, approvals, and visibility controls.

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