AI agent starters · Rank #80

Instrukt

Grade F: derived only from the two verdicts below. How grades work

Integrated AI environment in the terminal. Build, test and instruct agents.

Dormant2+ majors behindChecked Oct 19, 2026Free

Visit Instrukt ↗Source on GitHub ↗

Why this verdict

How we check →

No commits in 90 days; last commit 523 days ago. receipt ↗
Latest release v0.6.2, 1143 days ago. receipt ↗
OpenAI SDK 0 declared; latest is 3 (3 majors behind). receipt ↗
LangChain 0 declared; latest is 1 (1 major behind). receipt ↗
Pydantic 1 declared; latest is 2 (1 major behind). receipt ↗

Snapshot: commit 8df84aa on master, checked 2026-10-19 07:13 UTC. Receipts link to files at this exact commit.

Check before you commit

Two or more breaking releases behind on a core dependency.

Dependency freshness

Package	Declared	Latest	Status
OpenAI SDK openai	0.27.8	3.35.1	3 majors behind
LangChain langchain	0.0.266	1.4.6	1 major behind
Pydantic pydantic	1.10.7	2.14.1	1 major behind

Declared = lowest version the kit's dependency file (package.json, pyproject.toml or requirements.txt) allows. Latest = the npm "latest" tag or the newest PyPI release. TypeScript, the Stripe SDK, FastAPI and other 0.x packages are shown but not counted in the verdict.

What's in the stack

AI: OpenAI SDK, LangChain
API layer: Pydantic

Detected from declared dependencies. A listed package means it's installed, not necessarily fully wired up.

What the README says you get

AI
Custom AI agentsDesign custom agents and tools.
AI
Shareable agent packagesAgents are simple python packages can be shared and loaded by other users.
AI
Attachable toolsAttach or detach tools to agents on-the-go
Content
Language auto-detectionauto detect programming languages and optimize the splitting/chunking strategy accordingly.
Deploy
Docker with CUDARun Instrukt on bare metal or docker containers with CUDA support.
Deploy
Remote SSH accessRemote access with SSH and terminal multiplexers.
Deploy
Secure containersRun agents inside secure docker containers for safety and privacy.
Testing
Developer consoleDebug and introspect agents using an in-built IPython console.
UI
Terminal interfaceA terminal-based interface for power keyboard users to instruct AI agents
UI
Rich agent outputsRich colorful agent outputs with markdown and source code support
UI
Index management UICreate and organize your indexes with an easy UI.
UI
Fuzzy source selectionFuzzy select (fzf, dmenu ...) source documents that were used for retrieval
UI
Prompt consoleIntegrated REPL-Prompt for quick interaction with agents

Extracted from the kit's README by a local AI model (deepseek-flash) on Sep 29, 2026. Every item is checked against an exact README quote; 1 unverifiable item was discarded. A README claim is the maker's description, not something we tested.

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History

Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.

Show as a table

Date	Maintenance	Dependencies
Oct 19, 2026	Dormant	2+ majors behind
Oct 12, 2026	Dormant	2+ majors behind
Sep 29, 2026	Dormant	2+ majors behind

Sources

Every claim on this page comes from these public records, checked Oct 19, 2026. Open them to verify.

Commit history ↗ default branch (master) at the checked commit: pulse, contributors, last commit
Releases ↗ latest release
pyproject.toml ↗ declared dependency versions and stack (at commit 8df84aa)
README ↗ quoted features at the checked commit
PyPI ↗ latest versions of Python packages (each linked in the table above)

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