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Show HN: A working reference implementation of context engineering
I've been presenting at local meetups about Context Engineering, RAG, Skills, etc.. I even have a vbrownbag coming up on LinkedIn about this topic so I figured I would make a basic example that uses bedrock so I can use it in my talks or vbrownbags. Hopefully it's useful.
- slashdave 5mo ago> the information an AI system needs to produce accurate ... outputs I would have stuck a qualifier in there
- r4ge 5mo agoI feel like AI is going to be doing all the fun stuff and I will just left organizing the data and docs it needs to generate code.
- tmpz22 5mo agoPutting engineering after a term doesnt make it engineering.
- slashdave 5mo agoProbably just using the convention started by the term "prompt engineering", which is forgivable.
- sroussey 5mo agonot sure i forgive "prompt engineering"
- jryio 5mo agoSoftware engineering is certainly not engineering. Even at the highest levels. Real engineering have infinitely more complex interactions in the physical world than symbolic institutions for machines.
- whattheheckheck 5mo agoThats right, no need to understand anything other than symbols on a machine. No people involved. No reality to model. No economics to think about. Nothing like real engineering. Thats for the big boys and girls
- rao-v 5mo agoI don’t really think this reflects the current era of challenges? The “enforcement layer” is the hardest and most important part, and is barely addressed. - is the answer structurally / syntactically valid? - is it appropriately grounded and evidenced? - is it accurate? In what ways does it fall short? Each of these should be triggering an agent to rework and resubmit etc. or failing that a disclosure to the user about how the answer falls short and should be reviewed / remediated. This feels like it’s from the era of trying to oneshot a good enough answer.
- newsdeskx 5mo ago[flagged]
- linsys 5mo ago[flagged]
- agent-kay 5mo ago[flagged]
- zihotki 5mo agoNo numbers/measurements/benchmarks and you dare call it "a working" one? Any real proofs that this 'works'?
- linsys 5mo ago[dead]
- segmondy 5mo agoI like it, it's a good start.