JSON-Rohbericht maschinenlesbar
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"body": "Capture AWS MCP Server OAuth traffic as agent sessions",
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"headline": "Merge pull request #9 from engseclabs/claude/quirky-wescoff-c58e23",
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"body": "Replaces the synthetic AWS MCP Server fixture with events captured live from a\nreal Claude Code → aws-mcp.us-east-1.api.aws/mcp session (iam:ListUsers), and\ncorrects the implementation where the real event shapes differed from the\nblog-derived guess:\n\n- The AWS API call the MCP server makes carries \n[…]\nntFixture now drives the real captured events end-to-end and asserts\nexactly one agent session with the real signInSessionArn and MCP resource.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
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"body": "The AWS MCP Server OAuth flow (AWS Security blog, 09 JUL 2026) produces a\nCloudTrail pattern trailtool did not handle. It differs from the existing\n`aws login` PKCE flow: MCP API activity is correlated by aws:SignInSessionArn\nrather than roleID+creationDate, and the aws-mcp-server user agent was bei\n[…]\nriven end-to-end test, attribution/multi-event/negative aggregator\ntests, and unit tests for the new helpers and MCP user-agent classification.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
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"body": "…-sort\n\nSort sessions list chronologically and add --reverse flag",
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"headline": "Merge pull request #8 from engseclabs/fix/sessions-list-chronological…",
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"body": "ListSessions was returning items in DynamoDB scan order (unordered),\nnot by start_time. Add a sort.Slice by StartTime after fetching all\npages so the default output is oldest-first. Add --reverse to the\nsessions list command for newest-first output.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
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"body": "Add index column to all list commands and --index to detail commands; sort display lists",
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"headline": "Merge pull request #7 from engseclabs/claude/gallant-visvesvaraya-c2290b",
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"headline": "Update README and agent-instructions with # column and --index for al…",
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"body": "…t ServicesUsed\n\n- All list commands (people, accounts, roles, services, resources) now\n show a leading # column for easy reference\n- accounts detail, roles detail, services detail accept --index N as an\n alternative to typing the name/ID\n- ServicesUsed in roles detail is now sorted alphabetically\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
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"headline": "Add # column to all list commands and --index to detail commands; sor…",
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"body": "Same fix as Top Events/Resources Accessed — map iteration order is\nnon-deterministic so Session Tags was also random on every run.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
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"headline": "Sort Session Tags display in sessions detail",
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"body": "- sessions list now shows a leading # column (1-indexed) so users can\n pass the number directly to sessions detail --index\n- Top Events and Resources Accessed lists in session/role/service detail\n are now sorted alphabetically for consistent, scannable output\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
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"headline": "Add index column to sessions list and sort map-iterated display lists",
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"body": "sessions: short SSO role names, --index for detail, --long for list",
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"headline": "Merge pull request #6 from engseclabs/claude/epic-dhawan-7fd57f",
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"body": "- SSO role names in `sessions list` now show just the permission-set\n name (e.g. AdministratorAccess) instead of the full aws-reserved/\n sso.amazonaws.com path. Full path + ARN still shown in `sessions detail`.\n- Add `--long` flag to `sessions list` to opt back into full role names.\n- Add `--index\n[…]\nr, --before\n flags as `sessions list`. Mutually exclusive with --at.\n- Update README and agent-instructions.md to reflect all three changes.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
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"headline": "Add sessions UX improvements: short role names, --index, and --long",
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"body": "Add session-scoped least-privilege policy generation",
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"headline": "Merge pull request #5 from engseclabs/claude/unruffled-brattain-381e93",
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"committed_at": "2026-04-24T18:03:47Z",
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"oid": "deefe82fc0159aa4d5f8ab271fd9e48a214c086d",
"body": "…tions\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Document session-scoped policy generation in README and agent instruc…",
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"body": "Adds `trailtool sessions policy --at <prefix>` to generate a tight IAM\npolicy from the specific API calls made in a single session, rather than\nthe full lifetime of a role. Uses the same IAM mapping engine as\n`roles policy` but scoped to session-level ResourceAccesses.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
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"headline": "Add session-scoped least-privilege policy generation",
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"body": "Add session tag filtering and session policy capture for agent attribution",
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"headline": "Merge pull request #4 from engseclabs/claude/hardcore-shamir-4b6aaa",
"author_name": "Alex Smolen",
"author_login": "alsmola",
"committed_at": "2026-04-21T18:57:12Z",
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"oid": "f4ed5d959faf2b65bd96e232e601cd19ea56a65a",
"body": "Two-phase test:\n1. Polls CloudTrail LookupEvents until the AssumeRole event (with tags +\n session policy) is confirmed visible — fails fast (~2 min) if not,\n rather than polling blind for 15 minutes\n2. Polls trailtool sessions list --tag until the child session appears\n with the expected tags \n[…]\ntrust policy updated (in engseclabs/iam) to allow sts:TagSession\nand given an inline policy permitting sts:GetCallerIdentity + iam:ListRoles.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add integration test for session tag and session policy capture",
"author_name": "Alex Smolen",
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"oid": "92611a865845f4674c0a275837da7f28a95d689a",
"body": "…bution\n\n- Add SessionPolicy field to DynamoDBChainLink, DynamoDBSessionAggregated, and SessionAggregated\n- Extract requestParameters.policy from AssumeRole events via ExtractSessionPolicy helper\n- Propagate SessionPolicy through chain link to child session (aggregator + DynamoDB merge)\n- Pretty-pri\n[…]\n simply not attributed rather than guessing from tags\n- Delete core/iam/boundary.go (boundary was replaced by session policy from CloudTrail)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add session policy capture and remove email fallback from agent attri…",
"author_name": "Alex Smolen",
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"oid": "664707cb47a40c4eb7110c521ef4c2f61f1285ca",
"body": "When an AssumeRole event carries session tags in requestParameters.tags\n(e.g. from elhaz-vended agent credentials), the ingestor now captures\nthose tags and propagates them to the child session record via the chain\nlink. This enables tag-based filtering in the CLI without requiring any\nnew session t\n[…]\ntics, repeatable)\n to sessions list; show Session Tags block in sessions detail whenever\n non-empty; add --boundary flag to sessions detail\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add session tag attribution and tag-based filtering for chained sessions",
"author_name": "Alex Smolen",
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"body": "Add end-to-end integration test script",
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"headline": "Merge pull request #3 from engseclabs/claude/hopeful-jackson-86a03d",
"author_name": "Alex Smolen",
"author_login": "alsmola",
"committed_at": "2026-04-20T18:44:11Z",
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"oid": "f78e2e0ad60c5b697ce65dfc838051206b4e5416",
"body": "The ingestor merges new events into existing sessions (grouped by\nrole+time window), so a freshly triggered event extends a session's\nend_time rather than creating a new one. Polling start_time >= trigger\nnever matched; end_time >= trigger catches it correctly.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Fix integration test to poll on end_time instead of start_time",
"author_name": "Alex Smolen",
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"committed_at": "2026-04-20T18:43:07Z",
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"oid": "5ea00eb9a4b38375674ee480a255933d382257a1",
"body": "Generates an iam:ListRoles CloudTrail event then polls trailtool sessions\nlist every 60s (up to 15 min) until a new session appears, confirming the\nfull pipeline — CloudTrail → S3 → EventBridge → Lambda ingestor → DynamoDB\n→ trailtool CLI — is working end to end.\n\nUses iam:ListRoles rather than sts:\n[…]\ncords omit sessionContext in CloudTrail, causing the ingestor to skip session\ncreation (no roleARN). ListRoles includes full session context.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add end-to-end integration test script",
"author_name": "Alex Smolen",
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"committed_at": "2026-04-20T18:24:12Z",
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"body": "Add aws login (PKCE OAuth2) session detection and attribution",
"is_bot": false,
"headline": "Merge pull request #2 from engseclabs/claude/lucid-saha",
"author_name": "Alex Smolen",
"author_login": "alsmola",
"committed_at": "2026-04-17T03:35:10Z",
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"oid": "65ec25d8972e597099a597eec5d54df5d1906829",
"body": "Detects CreateOAuth2Token events to identify sessions vended via\n`aws login`, tags them as LOGIN type, and attributes them back to the\nhuman session that initiated the login.\n\nKey changes:\n- Aggregator: login pre-pass detects CreateOAuth2Token, builds\n login:roleID:startTime grant keys, persists to\n[…]\netecting from user agents\n- Tests: three new aggregator tests for aws login detection, cross-\n window attribution, and sso login non-tagging\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add aws login (PKCE OAuth2) session detection and attribution",
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"oid": "9f08f6a02951d9525db523db7cef7a22cae11695",
"body": "…I interface\n\nReplace --session-key with --at <time-prefix> and --user flags throughout.\nAdd Session detail tips paragraph covering prefix matching, --at latest,\ndisambiguation, and role chaining display. Update break-glass workflow\nstep 2 to use the new interface.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Update agent instructions to reflect new sessions detail/summarize CL…",
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"body": "Implement role chaining attribution",
"is_bot": false,
"headline": "Merge pull request #1 from engseclabs/claude/vibrant-bhabha",
"author_name": "Alex Smolen",
"author_login": "alsmola",
"committed_at": "2026-04-15T20:27:23Z",
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"oid": "55ffc9f5c2dac50c794ab00ac857c747431a4f66",
"body": "- Update sessionsSummarizeCmd to use --at/--user via resolveSession (was still on --session-key)\n- Update README usage examples to reflect --at interface\n- Update README role chaining section to show actual detail output format\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
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"headline": "Fix sessions CLI docs and summarize command to use --at/--user interface",
"author_name": "Alex Smolen",
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"oid": "d4708a60a004385528aadbfa4cda7c945da91773",
"body": "…n key format\n\n- Replace --session-key with --at (time prefix) and --user flags in sessions detail\n- Add resolveSession() with FindSession for prefix-based lookup and \"latest\" shorthand\n- Add relativeTime() for human-friendly timestamps in sessions list\n- Drop chained: prefix from programmatic Assum\n[…]\ngins_with prefix queries with multi-match disambiguation\n- Add UpdateParentSessionChaining() to store for cross-batch deferred parent updates\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Redesign sessions CLI: --at/latest interface, clean up chained sessio…",
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"oid": "9a8622748d16e1ea09eeaa5f84aa16c25033349f",
"body": "… session\n\n- Two-pass aggregation: Pass 1 writes chain links (access key → parent session)\n for both programmatic and console switch-role AssumeRole events\n- Console switch-role support: keyed by roleID:creationTime since the console\n issues a fresh credential per request rather than one stable se\n[…]\non records\n- Adds ChainLinksTable DynamoDB resource and CHAIN_LINKS_TABLE env var to\n template-sandbox.yaml; adds make deploy-sandbox target\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add role chaining: attribute AssumeRole sessions to originating human…",
"author_name": "Alex Smolen",
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"committed_at": "2026-04-15T17:27:49Z",
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"oid": "a3be4a0798c8b3d014990193e2d18bd0418bd096",
"body": "…ssions\n\nWhen a known Identity Center session calls sts:AssumeRole, the issued\ntemporary credential's access key ID is now recorded in a new DynamoDB\ntable (trailtool-chain-links, TTL 12h). On each ingestor run, a two-pass\nalgorithm attributes events from chained roles back to the originating\nhuman \n[…]\nor Process → processInternal to enable unit testing without DynamoDB\n- Add unit tests for extraction helpers and end-to-end chain attribution\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Implement role chaining attribution for human-initiated AssumeRole se…",
"author_name": "Alex Smolen",
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"committed_at": "2026-04-04T22:26:41Z",
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"oid": "df4ee2b3900218fc491efc5e1b8e07378a4093b7",
"body": "…n to use Converse method with structured message handling and improved response parsing.",
"is_bot": false,
"headline": "Enhance session summarization: update model ID and refactor invocatio…",
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"committed_at": "2026-03-24T03:40:14Z",
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"oid": "252faddce83ca73c4729d03e662ce6829972c439",
"body": "…ommand, update session detail command to use session key, and improve DynamoDB session handling with composite sort key for disambiguation.",
"is_bot": false,
"headline": "Enhance session management: add filtering options for sessions list c…",
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"committed_at": "2026-03-24T03:08:03Z",
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"oid": "e28465ba950be17ca61e254007af6f544e4d9e42",
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