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@kkrlstrm
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Kai Karlstrom kkrlstrm

I build AI-native GTM systems that turn market judgment into governed, observable and repeatable execution.
  • Spain

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Make the agent say what it will touch, then check. Declared-write-set verification for Claude Code and the Codex CLI.

Python 1 Updated Aug 18, 2026

Guards written from evidence, not imagination. Record every tool call, derive rules from recurring failures, enforce at the tool boundary, verify the run stayed in scope. Claude Code + OpenAI Codex.

Python 4 Updated Sep 7, 2026

Reference architecture for a governed, AI-native GTM engineering platform: the control-plane contract (intelligence, targeting, observability, execution control, eval/policy, knowledge & tenant gov...

2 Updated Jul 18, 2026

How to set up and lead an engineering function whose team's real work is running AI agents: operating principles, team topology, accountability, failure model, and how judgment survives when agents...

1 Updated Jul 19, 2026

Claude Code skill that researches any topic across Reddit + X from the last 30 days, then writes copy-paste-ready prompts

Python 1 Updated Jul 17, 2026

Claude Code skill that researches any topic across Reddit + X from the last 30 days, then writes copy-paste-ready prompts

Python 2 1 Updated Sep 3, 2026

Keep tenant routing out of the model: generated, provenance-stamped tenant bindings + structurally-scoped capabilities for agent runtimes. The model sees content-only operations; deterministic code...

Python 1 Updated Jul 18, 2026

Recipient-side campaign control for cold email: classify MX gateways, isolate cohorts, and throttle account exposure before launch.

Python 2 Updated Aug 14, 2026

Check domains for email blacklists (Spamhaus, URIBL, SURBL, ZEN, SpamCop, Barracuda) + missing SPF/DKIM/DMARC. Pure DNS, zero deps, no API keys. Ships as a Claude Code skill + standalone CLI.

JavaScript 5 1 Updated Jul 13, 2026

Recoverability-first runtime controls for the OpenAI Codex CLI: learn from real tool-call telemetry, nudge repeated mistakes, and block irreversible actions before they run.

Python 1 Updated Aug 18, 2026

Telemetry for the OpenAI Codex CLI, read from ~/.codex/sessions rollout files. The Codex sibling of cc-logger.

Python 2 Updated Aug 18, 2026

The deterministic write gate for agent-managed knowledge graphs. Let LLMs propose graph updates; only validated, versioned, provenance-stamped writes reach the graph.

Python 4 Updated Sep 7, 2026

Runtime controls for Claude Code derived from real tool-call telemetry. Pair with cc-logger to observe failures, promote recurring patterns into rules, nudge recoverable mistakes, and block irrever...

Python 5 Updated Aug 18, 2026

Versioned, eval-backed delegation policy for AI agents—prove what can leave the frontier model, enforce it in runtimes, and detect drift.

Python 1 Updated Sep 6, 2026

Cost-optimized, source-verified web-research engine for GTM enrichment — a free-first cost waterfall with a shared cache. Standalone or a drop-in cached upgrade for gtm-pipeline.

Python 8 Updated Jul 18, 2026

An agent-native GTM pipeline runtime that turns a plain-English campaign brief into a qualified, enriched, deduped, sequencer-ready contact list — without locking your workflow into one data provider.

Python 15 1 Updated Jul 18, 2026

Local observability for Claude Code. Captures sessions, sub-agents, and tool calls to Postgres via HTTP hooks.

Python 11 1 Updated Aug 26, 2026

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