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AI Coding Governance for Real Software Teams
A practical JCon recap on context engineering, bounded tasks, MCP-style tooling, review fatigue, and why Java teams still give agents better rails.
11 hrs ago
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Markus Eisele
3
Quarkus Signals: Build In-Process Messaging Without a Broker
Use experimental Quarkus Signals for publish, send, and request-reply inside one app, and see when CDI events, Reactive Messaging, or the Vert.x…
Jun 7
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Markus Eisele
5
1
IBM Bob Needs a Context Budget Before It Needs More Tools
How GitHub MCP tool definitions, git diff, and gh output compete for IBM Bob's 200k context window, and how to keep the budget under control.
Jun 6
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Markus Eisele
3
2
1
Build Zero-Trust Quarkus Services Without Guessing the Boundaries
Build three Quarkus services with app-managed mTLS, OIDC service tokens, and edge-only branch policy so you can prove whether failures come from…
Jun 5
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Markus Eisele
5
1
How to Keep a Shared Bob MCP Server From Acting Like One User
How delegated access, time-limited tokens, and audit-ready identity keep shared MCP infrastructure from turning into a service account.
Jun 4
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Markus Eisele
1
1
Model Routing in Quarkus LangChain4j with Ollama
Build a two-lane Quarkus service that classifies prompts, routes cheap questions to a fast local model, and keeps routing decisions testable and…
Jun 3
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Markus Eisele
1
1
What Should Go in an AGENTS.md File?
A small repo instruction file can cut scope drift, bad assumptions, and review noise by telling coding agents how your project actually works.
Jun 2
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Markus Eisele
3
2
AI Coding Break-Even: Cheap Tokens, Expensive Software
Why the real crossover in enterprise software is review, repair, and delivery overhead, not token price.
Jun 1
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Markus Eisele
1
1
May 2026
Quarkus Container Image Strategy: When Buildpacks Beat Jib
Build the same Quarkus service with Jib and Buildpacks, then decide whether your team needs a boring image build or a rebase-friendly platform contract.
May 31
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Markus Eisele
1
1
Trace a Quarkus LangChain4j App in LangSmith
Send Quarkus LangChain4j traces to LangSmith over OpenTelemetry, inspect tool calls and failures, and keep tests local with a deterministic ChatModel…
May 30
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Markus Eisele
2
1
Agent-Ready APIs Need Boring Discovery, Not AI Magic
Implement Cloudflare-style readiness in Quarkus with robots.txt, llms.txt, Link headers, Markdown negotiation, OAuth metadata, API Catalog, MCP, and…
May 29
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Markus Eisele
2
When to Use Java Records vs Builders in a Quarkus API
Use a small OrderDesk API to keep simple DTOs as records, staged order assembly readable with a builder, and request validation at the edge.
May 28
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Markus Eisele
9
1
1
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