https://theprincipallayer.com 2026-10-31T19:31:28.106Z daily 1 https://theprincipallayer.com/sections/agent-governance 2026-10-31T19:31:28.106Z weekly 0.5 https://theprincipallayer.com/sections/agent-observability 2026-10-23T19:21:52.497Z weekly 0.5 https://theprincipallayer.com/sections/sandbox-infrastructure 2026-09-30T20:35:30.531Z weekly 0.5 https://theprincipallayer.com/sections/agent-cost-control 2026-10-29T19:26:00.243Z weekly 0.5 https://theprincipallayer.com/sections/agentic-coding-workflows 2026-10-22T19:21:55.475Z weekly 0.5 https://theprincipallayer.com/sections/agent-security-and-risk 2026-10-05T20:50:41.484Z weekly 0.5 https://theprincipallayer.com/sections/features 2026-09-16T21:26:39.671Z weekly 0.5 https://theprincipallayer.com/authors/priya-subramaniam 2026-10-31T19:31:28.106Z weekly 0.4 https://theprincipallayer.com/authors/tom-s-egu-a-reyes 2026-10-31T19:31:28.106Z weekly 0.4 https://theprincipallayer.com/authors/mirela-vancheva 2026-10-31T19:31:28.106Z weekly 0.4 https://theprincipallayer.com/authors/desmond-okafor-hughes 2026-10-31T19:31:28.106Z weekly 0.4 https://theprincipallayer.com/posts/operational-accountability-gaps-that-appear-when-agentic-coding-assistants-scale https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/ef6796c7-b3b4-4a39-9314-3023ccd743f9.jpeg 2026-10-31T19:31:28.106Z monthly 0.7 https://theprincipallayer.com/posts/llm-model-selection-and-cost-tradeoffs-for-coding-agent-tasks https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/f2675a1e-7f10-41b0-a5be-1b82124c16cb.jpeg 2026-10-29T19:26:00.243Z monthly 0.7 https://theprincipallayer.com/posts/pricing-models-for-managed-ai-coding-agent-platforms https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/f6c90648-ad85-410b-a1a9-f4508ca364cb.jpeg 2026-10-28T21:41:20.847Z monthly 0.7 https://theprincipallayer.com/posts/graceful-shutdown-contracts-between-orchestrators-and-coding-agents-at-budget-th https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/adc083cc-9c47-4177-91b3-ae57a235fc65.jpeg 2026-10-27T21:17:08.946Z monthly 0.7 https://theprincipallayer.com/posts/why-managed-runtime-platforms-change-the-governance-calculus-for-claude-code-and https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/78fff0af-c736-46b6-b6dc-9878c74a6a1f.jpeg 2026-10-26T20:51:44.188Z monthly 0.7 https://theprincipallayer.com/posts/git-native-agent-definitions-as-the-enforcement-boundary-for-governance-policy https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/96f2e813-d50d-4db2-a46b-8869f63e6e54.jpeg 2026-10-24T19:55:33.076Z monthly 0.7 https://theprincipallayer.com/posts/step-by-step-session-tracing-that-makes-every-agent-action-attributable-before-i https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/bed422f9-3b50-4882-9b76-ea1e3dd4b1df.jpeg 2026-10-23T19:21:52.497Z monthly 0.7 https://theprincipallayer.com/posts/using-ai-agents-to-investigate-and-triage-production-incidents https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/7ea7322e-5a95-4ec0-80df-c7c686b80242.jpeg 2026-10-22T19:21:55.475Z monthly 0.7 https://theprincipallayer.com/posts/ai-coding-agents-for-automated-pull-request-review https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/6ccc741b-8e6b-45e3-b958-ff2765e9c209.jpeg 2026-10-21T21:06:37.085Z monthly 0.7 https://theprincipallayer.com/posts/cost-anomaly-detection-for-runaway-agent-sessions https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/12aba382-d1d8-46ca-9033-7646c1e38bbf.jpeg 2026-10-19T21:02:49.528Z monthly 0.7 https://theprincipallayer.com/posts/chargeback-models-for-ai-agent-spend-across-engineering-teams https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/5e6115e0-d5ad-492c-a402-83524139a74e.jpeg 2026-10-18T21:11:02.094Z monthly 0.7 https://theprincipallayer.com/posts/hard-budget-caps-for-llm-api-spend-in-agent-pipelines https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/cb84a64a-0197-4a7d-a558-e6c507cc1aaf.jpeg 2026-10-17T20:15:57.244Z monthly 0.7 https://theprincipallayer.com/posts/centralized-logging-architecture-for-multi-team-agent-deployments https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/c0372909-e17d-4180-bfcc-e2b5db891e48.jpeg 2026-10-16T20:41:13.948Z monthly 0.7 https://theprincipallayer.com/posts/incident-postmortems-involving-ai-coding-agent-actions https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/b95ae17f-bd60-409c-a78c-c748a94209b1.jpeg 2026-10-14T20:32:21.419Z monthly 0.7 https://theprincipallayer.com/posts/diff-level-auditability-for-ai-generated-code-changes https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/2866ddef-e4ad-4277-9132-2577875d549b.jpeg 2026-10-13T20:26:50.751Z monthly 0.7 https://theprincipallayer.com/posts/token-and-compute-cost-attribution-per-agent-session-and-developer https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/b673a039-9fcd-417e-92d5-2b2325703da4.jpeg 2026-10-11T19:36:09.950Z monthly 0.7 https://theprincipallayer.com/posts/detecting-anomalous-agent-behavior-from-session-logs https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/23c0f2b8-1c7f-4156-91b1-bf492bf2908c.jpeg 2026-10-09T21:15:50.731Z monthly 0.7 https://theprincipallayer.com/posts/observability-tooling-for-llm-tool-call-traces-in-agent-sessions https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/fbc4c252-d2fb-48c5-ae44-9e484963da77.jpeg 2026-10-08T21:35:30.447Z monthly 0.7 https://theprincipallayer.com/posts/multi-repo-agent-workflows-and-dependency-coordination https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/783f61c0-6c1c-4d2e-83b7-c2a14dd038e9.jpeg 2026-10-07T20:31:18.940Z monthly 0.7 https://theprincipallayer.com/posts/recurring-engineering-tasks-suitable-for-ai-agent-automation https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/cf5f7fb2-3df2-4ee1-8c2f-b30d7ce4ed99.png 2026-10-06T21:10:43.519Z monthly 0.7 https://theprincipallayer.com/posts/least-privilege-credential-scoping-for-ai-coding-agents https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/a5aca836-8d4f-41b1-84cc-b20c810304f6.png 2026-10-05T20:50:41.484Z monthly 0.7 https://theprincipallayer.com/posts/blast-radius-analysis-for-ai-coding-agent-failures https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/ece16645-b20a-4131-8208-e832f6fdd671.jpeg 2026-10-04T21:39:55.528Z monthly 0.7 https://theprincipallayer.com/posts/prompt-injection-risks-in-ai-coding-agent-pipelines https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/91f7c58c-5784-4bea-b84e-5c91afa0cc74.jpeg 2026-10-03T21:10:00.852Z monthly 0.7 https://theprincipallayer.com/posts/audit-log-requirements-for-ai-coding-agents-in-regulated-environments https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/42f1d3e4-b924-4169-8b05-c73565797da4.jpeg 2026-10-01T21:35:39.697Z monthly 0.7 https://theprincipallayer.com/posts/remote-agent-environments-at-scale-for-large-engineering-organizations https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/5271b17e-34ff-4b25-8ebc-0a9c2d2db8ee.jpeg 2026-09-30T20:35:30.531Z monthly 0.7 https://theprincipallayer.com/posts/filesystem-state-management-across-agent-sessions https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/b41f649e-25b1-4634-8088-8f9cdae8de6e.jpeg 2026-09-30T17:26:16.568Z monthly 0.7 https://theprincipallayer.com/posts/sandbox-cold-start-latency-and-its-impact-on-agent-throughput https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/77057bbe-69ed-427c-8a7c-8773482ec324.jpeg 2026-09-30T16:36:03.566Z monthly 0.7 https://theprincipallayer.com/posts/git-worktree-isolation-for-parallel-agent-code-review https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/e8b47836-a55c-44e3-a6bc-ed14c9f2436a.jpeg 2026-09-29T08:45:24.752Z monthly 0.7 https://theprincipallayer.com/posts/network-egress-controls-for-ai-coding-agent-sandboxes https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/6ab4b086-969a-443c-9f1a-f2bef1b08a4e.jpeg 2026-09-27T23:49:52.756Z monthly 0.7 https://theprincipallayer.com/posts/per-session-credential-minting-and-revocation-in-agent-sandboxes https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/0cc41c62-0e6e-4a1f-8a6a-1e01ce7513ab.jpeg 2026-09-26T06:30:25.108Z monthly 0.7 https://theprincipallayer.com/posts/ephemeral-sandbox-architecture-for-ai-coding-agent-workloads https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/cc781445-52a2-424e-bdf0-1528749ede95.jpeg 2026-09-25T01:09:57.637Z monthly 0.7 https://theprincipallayer.com/posts/communicating-ai-agent-risk-to-engineering-stakeholders https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/4a3bc08f-14c5-4705-aeb5-7e280f78af93.jpeg 2026-09-24T01:10:02.619Z monthly 0.7 https://theprincipallayer.com/posts/change-attribution-and-accountability-for-ai-generated-code https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/11e2716b-c55b-4cc0-871d-0a069d69a64a.jpeg 2026-09-21T19:59:46.917Z monthly 0.7 https://theprincipallayer.com/posts/self-hosted-vs-managed-platforms-for-ai-coding-agent-governance https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/d8baa6c4-ffef-4d41-8787-de830f55502e.jpeg 2026-09-20T20:24:19.170Z monthly 0.7 https://theprincipallayer.com/posts/acceptable-use-policies-for-ai-coding-agents-on-engineering-teams https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/80a0878c-f1c7-42e6-9e75-501ab0119786.jpeg 2026-09-18T20:19:17.705Z monthly 0.7 https://theprincipallayer.com/posts/version-controlled-agent-configuration-in-production-repos https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/4ea4b1d4-5290-41f9-b07d-a8f331689957.jpeg 2026-09-17T20:34:59.240Z monthly 0.7 https://theprincipallayer.com/posts/supply-chain-risks-when-ai-agents-modify-dependencies https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/05ddf66d-4dc6-4f11-b582-86296c46a60c.png 2026-09-16T21:26:39.671Z monthly 0.7 https://theprincipallayer.com/posts/ai-code-governance-policies-for-engineering-organizations https://mcxtywzsmeezbwapdahq.supabase.co/storage/v1/object/public/canvas-images/6dbadf43-e9b1-4ac8-b8d4-b5287e041246/canvas/5ffc0964-2dbe-44be-b167-b0195f09863a/generated/98524a49-1159-4cb1-bff9-394681c32609.jpeg 2026-09-16T21:24:59.477Z monthly 0.7