Posts 386 entriesPage 2 of 39

Posts

AI Engineering

Three Self-Healing Classes for an Unattended AI Pipeline

Three self-healing classes keep an unattended AI pipeline quiet: repair rounds, depth-capped provider failover, and nightly catch-up of older dates.

Read
Development Journey

Hustle P1: COPPA Delete, Cosign Slice 1, SQLite Race

SQLite PRAGMA busy_timeout fixed a Next build race widened by migration 0005; same day shipped parent delete plus export (COPPA) and per-signer co-signatures.

Read
Development Journey

Next.js 16 Hustle: Rate Limits and Admin Fail-Closed

Hustle shipped seven P0 security PRs in one day: SQLite rate limits, fail-closed admin, AUTH_URL fix, debug routes deleted. What landed and what broke.

Read
DevOps

Reachability Is Not Freshness

Endpoint reachability and data freshness require separate checks. A status page returned HTTP 200 while serving stale July snapshots.

Read
Development Journey

Claude Opus 5 Caught Two Shop Metrics That Disagree

Checking two shop metrics against each other by arithmetic before publishing them. One came off a customer story, and an ops closeout narrowed its own claims.

Read
Development Journey

The BitLocker Helper Lifetime Receipt Pack Ran a Full Day

One day's worth of BitLocker helper hardening on intent-blue-gold, captured as fix/probe/receipt triples. The system design is unchanged; the evidence index is wider.

Read
Development Journey

The Pipeline Landed Its Own Output Today

Four commits at 04:19 -0600: the BitLocker post, its social card, the tonsofskills dual-publish, and the v1.17.35 tag. No new code; the 4-gate loop ran clean.

Read
Technical Deep-Dive

Three Gates on Standard-User BitLocker State Observation

Standard-user BitLocker state observation has three gates. A Codex audit caught the third one on three failure modes; two were the kind it was built to find.

Read
Technical Deep-Dive

Cryptography 45.0.6 Revoked; intent-blue-gold Epic 0 Sealed by Council

intent-blue-gold Epic 0 closed: cryptography 45.0.6 revoked in favor of 50.0.1, then a 168-Bead planning graph passed three adversarial reviews and a seven-seat council.

Read
Technical Deep-Dive

Perception Is On the Way, on Its Own Domain

A customer preview page at perception.intentsolutions.io went live on 2026-09-11 because the full paid-product release surfaced four infrastructure gaps the smaller deployment could close.

Read