Engineering
Deterministic Gates: Why Vibes Aren't Enough
How we replaced subjective code review with 25+ deterministic gates that produce machine-verifiable evidence for every release.
Mar 7, 2026·8 min read
Blog
Engineering the future
Deep dives into AI-powered development, proof-carrying software, and the tools that make deterministic delivery possible.
For step-by-step product docs and reference material, see Documentation.
Product
BYOM: Bring Your Own Model to Production
Run Llama, Mistral, DeepSeek, or any GGUF model entirely offline. No API keys, no telemetry, no internet required.
Mar 3, 2026·6 min read
Security
Zero-Trust Scope Locking in Practice
Every file write and command passes through scope validation. Here's how we prevent AI agents from going rogue.
Feb 27, 2026·10 min read
Engineering
Building an Offline-First AI Development Tool
The architectural decisions behind making Midcore work without internet — from local embeddings to on-device inference.
Feb 21, 2026·9 min read
Philosophy
Proof-Carrying Capabilities: The Core Innovation
A capability isn't real unless it ships with proof. Contracts, tests, gate evidence, and explicit invariants — no exceptions.
Feb 14, 2026·7 min read
Community
Midcore Community: Building in the Open
From Discord contributors to GitHub issues — how the community is shaping the future of proof-carrying software delivery.
Feb 8, 2026·5 min read
Engineering
The 8 Hardening Rounds That Ship Production Software
A methodology for systematically eliminating risk from software releases, one round at a time.
Feb 1, 2026·11 min read
Philosophy
Why AI Agents Need Guardrails, Not Freedom
The counterintuitive truth: constraining AI agents makes them more productive, not less. Here is why boundaries matter.
Jan 25, 2026·7 min read
Philosophy
From Intent to Deployment: A New Mental Model
Why the future of software is not about writing code faster — it is about expressing intent more clearly and verifying outcomes more rigorously.
Jan 18, 2026·8 min read
Engineering
Aligning Next.js with FastAPI: Two Proxy Prefixes, One API
Why the web app exposes both /api/backend and /api/autonomy, how rewrites map to /api/v1, and how to verify wiring without guessing.
Mar 18, 2026·6 min read
Product
OpenAPI as the Contract Between Teams
Why /openapi.json is the first stop for integrators, how to use it in CI, and why generated clients beat hand-maintained examples.
Mar 16, 2026·5 min read
Engineering
Publishing Long-Form Reports Alongside the Web App
When HTML reports should live under public/, how to link them from docs, and why static bundles complement live APIs.
Mar 14, 2026·4 min read
Product
Robotics Command Center: From Fleet to Brain
Why operational Puble treats fleet registry, telemetry, and the sense/think/act/learn pipeline as first-class products — not an afterthought bolted onto an IDE.
Apr 4, 2026·7 min read
Engineering
BugBot: Eight Passes, One Mergeable Truth
How parallel review passes, majority voting, and a validator model reduce false positives without slowing high-velocity teams.
Apr 3, 2026·6 min read
Product
Background Agents: 25-Hour Sessions Without Drift
Checkpoints, stamina monitors, planner/worker/judge loops, and explicit handoffs keep long runs honest.
Apr 2, 2026·8 min read
Product
Automations: Event-Driven Agents at Production Pace
Cron, GitHub, Slack, and signed webhooks kick off runs with automation memory and CI-friendly evidence.
Apr 1, 2026·6 min read
Product
Studio: Your Intent-to-Release Cockpit
Panels for orchestration, gates, evidence, passports, and releases — one workspace instead of a dozen tabs.
Mar 31, 2026·5 min read
Product
Scientific Research With AI Agents — Structured, Not Chaotic
Scout, Simulation, Survey, and Surveillance tracks share identity, billing, and evidence with the rest of Midcore.
Mar 30, 2026·7 min read
Engineering
Self-Hosted Agents: Your Infrastructure, Our Control Plane
Workers close to data, fleet health from the control plane, and policies that travel with the job.
Mar 29, 2026·6 min read
Engineering
Digital Twins and Simulation: Rehearse Before You Ship
Scenario libraries, replay, and DRL-friendly exports connect lab workflows to production gates.
Mar 28, 2026·6 min read
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