[fullsend-ai-coder]

Summary

Adds a "Dependency Update Process (Konflux)" subsection under the "Development Workflow" section in AGENTS.md (which CLAUDE.md symlinks to). This documents the complete multi-step checklist required when bumping or adding Python dependencies in the Konflux hermetic build environment.

Changes

• AGENTS.md: Added 6-step dependency update checklist covering:
  1. Updating pyproject.toml with new version constraints
  2. Running uv lock to regenerate uv.lock
  3. Running scripts/konflux_resolve.py --profile cpu to regenerate .konflux/requirements*.txt files
  4. Verifying .tekton/*.yaml prefetch package lists match the updated dependency set
  5. Checking for dropped transitive dependencies
  6. Running uv run make verify for final validation

Motivation

PR #3035 required 7 commits over 2 days because the multi-file dependency update process was undocumented. Two additional PRs (#3048, #3053) were created by other developers to address the same underlying problem. This documentation gives both human developers and the code agent a systematic checklist to follow, reducing iterative CI fix cycles.

Testing

Documentation-only change — no code was modified. Verified CLAUDE.md symlink still correctly points to AGENTS.md.

---

Closes #3063

Post-script verification

• Branch is not main/master (agent/3063-issue-3063-dependency-update-docs)
• Secret scan passed (gitleaks — f86fe24eef178811a180c7d75b3f4aa1700e0eb5..HEAD)
• PR body secret scan passed (gitleaks — no-git)
• Final PR description secret scan passed (gitleaks — no-git)

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[fullsend-ai-review]

🤖 Finished Review · ✅ Success · Started 1:57 PM UTC · Completed 2:09 PM UTC

Commit: ebeaf9d · View workflow run →

Runtime: pi · Model: opus → claude-opus-4-6 · Effort: high · Cost: $3.07

[tisnik]

LGTM

[fullsend-ai-review]

<!-- fullsend:risk-assessment -->
Risk Assessment: low (1/5)

Details

Docs-only PR adding 32 lines to AGENTS.md. Single protected path is the only elevated signal; no code, test, CI, or dependency impact. Bot author, no churn on the file, well-scoped to linked issue.

[fullsend-ai-review]

Review

Findings

Medium

• [protected-path] AGENTS.md — This PR modifies AGENTS.md, which is a governance file under protected-path enforcement. The PR links to issue Document Konflux dependency update process in CLAUDE.md #3063 and the description clearly explains the rationale (documenting the Konflux dependency update process to prevent the iterative CI failure pattern seen in PR LCORE-0000: align Konflux pydantic-ai with 2.38.0 after PAI bump #3035). Human approval is always required for protected-path changes, regardless of context.

---

Labels: PR adds developer documentation for the Konflux dependency update process.

[fullsend-ai-retro]

🤖 Finished Retro · ✅ Success · Started 3:49 PM UTC · Completed 4:02 PM UTC

Commit: ebeaf9d · View workflow run →

Runtime: pi · Model: opus → claude-opus-4-6 · Effort: high · Cost: $3.79

[fullsend-ai-retro]

Retro: PR #3065 — Document Konflux dependency update process in AGENTS.md

Workflow quality: excellent. This PR demonstrates the fullsend pipeline working end-to-end as intended: a retro of PR #3035 identified a documentation gap (undocumented multi-step Konflux dependency update process that caused 7 commits across 2 days and 3 failed PRs), filed issue #3063, which was triaged and coded autonomously, producing a well-scoped 32-line docs-only change. The review agent correctly identified the protected-path concern for AGENTS.md and required human approval. A human reviewer (tisnik) approved promptly.

Timeline: Issue #3063 created at 13:37 UTC → triage ($0.76) → code ($1.39) → PR #3065 opened at 13:49 → review agent started at 13:57 ($2.00, 10m18s, opus) → human approved at 14:01 → review completed at 14:09 → merged at 15:35. Total agent cost: ~$4.15.

Review agent performance: The review dispatched 10 sub-agents covering correctness, style, intent-coherence, docs-currency, and risk-assessment. Correctness sub-agent verified all referenced scripts, files, and CLI flags were accurate. Intent-coherence flagged a cosmetic mismatch (issue says CLAUDE.md, PR targets AGENTS.md) which was correctly dismissed by the challenger (CLAUDE.md is a symlink). Final verdict: comment with medium protected-path finding — appropriate for a governance file change.

Minor inefficiencies observed (all covered by existing issues):

• Model 404 errors: 4× claude-sonnet-4-6 404 errors on Vertex AI during sub-agent dispatch, causing fallback. Covered by feat(runtime/opencode): fall back along the alias chain when a model is not served fullsend-ai/fullsend#8476 (fall back along alias chain), pi: per-repo model catalog for Vertex Claude (ids pi's bundled catalog lacks) and a pre-sandbox availability preflight fullsend-ai/fullsend#6883 (per-repo model catalog and preflight), and Add a pre-merge CI check that validates .fullsend/config.yaml model routing against models actually served by the production Vertex AI project fullsend-ai/agents#1225 (pre-merge CI check for model routing).

• Redundant workflow runs: 3 fullsend.yaml runs triggered at 14:09–14:10 UTC by label changes from the review agent (adding documentation, risk/low, requires-manual-review), all routed to no agent and skipped. Plus 1 cancelled run at 13:49 superseded by a concurrent dispatch. Covered by Filter bot-triggered label events to reduce duplicate workflow runs fullsend-ai/fullsend#1362 (filter bot-triggered label events) and Review dispatch regression: code-agent PR opening and ready-for-review label start duplicate reviews fullsend-ai/fullsend#7384 (duplicate review dispatch on code-agent PR events).

• Tirith command block: One bash command blocked by tirith with analysis_incomplete during review. Did not impact review quality. Covered by tirith shell-safety check flags heredoc nested inside command substitution as analysis_incomplete/HIGH fullsend-ai/fullsend#7219 (heredoc/command substitution pattern).

Autonomy assessment: Inconclusive. The human reviewer approved with "LGTM" and no inline comments. Per autonomy-readiness guidelines, a silent approval does not provide evidence for or against expanding agent autonomy — the delta between agent and human findings cannot be meaningfully computed.

No new proposals. All identified inefficiencies are already tracked by existing open issues across fullsend-ai/fullsend and fullsend-ai/agents.