konveyor/agentic-controller

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Kubernetes controller for managing AI agent workloads. Defines CRDs (Agent, AgentRun, AgentPlaybook, SkillCard, SkillCollection, LLMProvider) and controllers for composing and executing agent workloads via Agent Sandbox.

Stars: 2
Forks: 12
Open beginner issues: 0
Indexed issues: 47
Avg merge: 2d 5h
Merged PRs (30d): 41

Dominant language: Go
License: Apache-2.0
Last GitHub push: Sep 18, 2026
Latest indexed: Sep 18, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue

Beginner friendly Everything

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47 open issues indexed

spec.env / spec.envFrom can turn on ask_user (and retune HITL) behind spec.execution Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

konveyor/agentic-controller#245 · Opened Sep 18, 2026
:bug: a stage whose handoff records Status: failed still reports stage succeeded Open

Difficulty 3/5 1-2 days Newbie friendliness 65/100

konveyor/agentic-controller#241 · Opened Sep 17, 2026
:bug: harness git auth is HTTP basic only, so SSH-key source identities cannot clone Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

konveyor/agentic-controller#240 · Opened Sep 17, 2026
:bug: AgentWorkflowRun status patch races with child AgentRun phase initialization Open

bug kind/bug stream/controller

Difficulty 3/5 1-2 days Newbie friendliness 55/100

konveyor/agentic-controller#239 · Opened Sep 17, 2026
SkillCard and SkillCollection UX improvements Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

konveyor/agentic-controller#236 · Opened Sep 16, 2026
Tracking: iterate on the viewer plan ladder (#230) — gaps and follow-ups Open

enhancement stream/harness

konveyor/agentic-controller#233 · 1 assignee · Opened Sep 15, 2026
Provide alm-examples for the agentic CRDs in the operator bundle Open

enhancement needs-triage

Difficulty 5/5 Over a week Newbie friendliness 30/100

konveyor/agentic-controller#221 · Opened Sep 9, 2026
Epic: clean up stale and broken agent/workflow runs (TTL GC, fail-fast on broken pods, console cleanup) Open

enhancement stream/controller

konveyor/agentic-controller#201 · 3 comments · 1 assignee · Opened Aug 27, 2026
Re-evaluate build-artifact gitignore protection after harness slimming Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

konveyor/agentic-controller#196 · Opened Aug 27, 2026
Gate SkillCollection / run readiness on the SkillCard Resolvable condition Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

konveyor/agentic-controller#194 · Opened Aug 27, 2026
Spike: meter agent usage (tokens/cost) and soft-kill sessions on budget Open

kind/feature stream/controller

Difficulty 5/5 Over a week Newbie friendliness 25/100

konveyor/agentic-controller#192 · Opened Aug 27, 2026
Research + wire up full operator-install agentic deploy-and-Ready e2e Open

kind/feature stream/controller

Difficulty 4/5 3-5 days Newbie friendliness 45/100

konveyor/agentic-controller#191 · Opened Aug 27, 2026
Spike: in-cluster registry for skills — controller reconciles inline (and git) to an image Open

enhancement ready-for-human stream/controller

Difficulty 5/5 Over a week Newbie friendliness 35/100

konveyor/agentic-controller#185 · 1 comment · Opened Aug 27, 2026
:sparkles: RFE: ship a kubectl-kai plugin (host the kai CLI in this repo) Open

enhancement kind/feature stream/controller

konveyor/agentic-controller#183 · 1 assignee · Opened Aug 27, 2026
ADR: Tekton-style explicit param wiring for workflow stages (remove ambient workflowParams / $(workflow.*) from AgentRun) Open

Difficulty 5/5 Over a week Newbie friendliness 32/100

konveyor/agentic-controller#181 · Opened Aug 26, 2026
Workflow determinism: snapshot or generation-pin the Agent definition per stage Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

konveyor/agentic-controller#180 · Opened Aug 26, 2026
Expose the skills a run actually assembled on AgentRun.status Open

Difficulty 4/5 3-5 days Newbie friendliness 56/100

konveyor/agentic-controller#172 · Opened Aug 21, 2026
Skill-loader failures and never-starting pods never reach AgentRun.status Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

konveyor/agentic-controller#171 · Opened Aug 21, 2026
Agent work is lost on abnormal stage termination — watcher pushes but never checkpoints uncommitted work Open

bug

konveyor/agentic-controller#166 · 1 assignee · Opened Aug 20, 2026
A user-supplied env var that collides with a controller-set one makes the Sandbox invalid Open

bug stream/controller

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

konveyor/agentic-controller#164 · Opened Aug 19, 2026
Use Graphify queries for plan-stage discovery Open

konveyor/agentic-controller#159 · 1 assignee · Opened Aug 18, 2026
ADR: Doc-to-skill authoring: generate SKILL.md from user migration docs Open

konveyor/agentic-controller#158 · 1 assignee · Opened Aug 18, 2026
Resolve disconnected mirroring for skill images Open

enhancement

konveyor/agentic-controller#155 · 1 assignee · Opened Aug 18, 2026
Support private git repos and authenticated images as skill sources Open

enhancement stream/controller stream/harness

konveyor/agentic-controller#154 · 1 assignee · Opened Aug 18, 2026
Decide whether SkillCollections become the primary authoring surface Open

enhancement stream/controller

konveyor/agentic-controller#153 · 1 comment · 1 assignee · Opened Aug 18, 2026
Spike: OpenShell behind a controller execution-backend feature flag (SDK now in-tree) Open

enhancement ready-for-human stream/controller

Difficulty 5/5 Over a week Newbie friendliness 35/100

konveyor/agentic-controller#150 · Opened Aug 18, 2026
Use application data consistently when filling Agent and workflow run inputs Open

enhancement stream/controller stream/hub

konveyor/agentic-controller#146 · 1 assignee · Opened Aug 17, 2026
Adopt OpenShell as the execution interface (deferred — blocked on SDK GA + buy-in) Open

enhancement priority/important-longterm stream/controller

Difficulty 5/5 Over a week Newbie friendliness 20/100

konveyor/agentic-controller#144 · 1 comment · Opened Aug 17, 2026
Hub API token janitor for out-of-process leak paths Open

stream/controller stream/hub

Difficulty 5/5 Over a week Newbie friendliness 35/100

konveyor/agentic-controller#139 · Opened Aug 12, 2026
ADR: Harness support for opencode Open

konveyor/agentic-controller#137 · 1 assignee · Opened Aug 12, 2026
Agent-level Secret references injected as run env (CRD-only, no UI) Open

Difficulty 4/5 3-5 days Newbie friendliness 58/100

konveyor/agentic-controller#131 · Opened Aug 7, 2026
Run outcomes: refusal and no-op must not report bare Succeeded Open

bug good first issue

Difficulty 4/5 3-5 days Newbie friendliness 48/100

konveyor/agentic-controller#129 · Opened Aug 7, 2026
Continuation runs: re-enter an existing target branch Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

konveyor/agentic-controller#128 · 1 comment · Opened Aug 7, 2026
Stage authoring guidance: each stage ends at a logical commit Open

documentation good first issue

Difficulty 2/5 1-3 hours Newbie friendliness 75/100

konveyor/agentic-controller#124 · 1 comment · Opened Aug 7, 2026
Gateway verification Job has unrestricted egress (SSRF risk) Open

kind/bug stream/controller

Difficulty 4/5 3-5 days Newbie friendliness 48/100

konveyor/agentic-controller#102 · Opened Aug 4, 2026
Decide Hub shared/scm adoption + git-credential isolation, reconciled with OpenShell Open

kind/feature ready-for-human stream/harness

konveyor/agentic-controller#85 · 1 comment · 1 assignee · Opened Jul 31, 2026
Parallel sub-agent strategy for execute stage Open

enhancement stream/harness

Difficulty 5/5 Over a week Newbie friendliness 25/100

konveyor/agentic-controller#77 · Opened Jul 30, 2026
Concurrent branch edits can reject the final push Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

konveyor/agentic-controller#76 · Opened Jul 30, 2026
Skills must be idempotent on stage re-run Open

enhancement stream/harness

Difficulty 4/5 3-5 days Newbie friendliness 45/100

konveyor/agentic-controller#75 · Opened Jul 30, 2026
Stream 2: Hub integration (konveyor/tackle2-hub) Open

enhancement stream/hub

Difficulty 4/5 3-5 days Newbie friendliness 35/100

konveyor/agentic-controller#72 · 3 comments · Opened Jul 30, 2026
Reusable controller interfaces for Hub integration Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 45/100

konveyor/agentic-controller#69 · 1 comment · Opened Jul 29, 2026
Scaling protection — maxConcurrentRuns Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

konveyor/agentic-controller#67 · Opened Jul 29, 2026
Per-condition TTL pruning for completed runs Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 45/100

konveyor/agentic-controller#66 · Opened Jul 29, 2026
Cancel semantics for AgentRun and AgentWorkflowRun Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 52/100

konveyor/agentic-controller#65 · Opened Jul 29, 2026
Report stage skill Open

konveyor/agentic-controller#60 · 1 assignee · Opened Jul 22, 2026
Eval stage skill Open

konveyor/agentic-controller#59 · 1 assignee · Opened Jul 22, 2026
1.4-P3: SkillCollection child SkillCard creation for git-sourced entries Open

enhancement stream/controller

konveyor/agentic-controller#31 · 2 comments · 1 assignee · Opened Jul 7, 2026

konveyor/agentic-controller

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